{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "70ed9251",
   "metadata": {},
   "source": [
    "## 图像的基本操作"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "id": "3b34cb30",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2   #opencv读取的格式是BGR\n",
    "import matplotlib.pyplot as plt\n",
    "import numpy as np\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "10c8ed54",
   "metadata": {},
   "outputs": [],
   "source": [
    "img = cv2.imread(\"cat.jpeg\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "e83396f8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[[ 34,  40,  39],\n",
       "        [ 34,  40,  39],\n",
       "        [ 34,  40,  39],\n",
       "        ...,\n",
       "        [ 36,  44,  44],\n",
       "        [ 36,  44,  44],\n",
       "        [ 36,  44,  44]],\n",
       "\n",
       "       [[ 34,  40,  39],\n",
       "        [ 34,  40,  39],\n",
       "        [ 34,  40,  39],\n",
       "        ...,\n",
       "        [ 37,  45,  45],\n",
       "        [ 38,  46,  46],\n",
       "        [ 38,  46,  46]],\n",
       "\n",
       "       [[ 34,  40,  39],\n",
       "        [ 34,  40,  39],\n",
       "        [ 34,  40,  39],\n",
       "        ...,\n",
       "        [ 38,  46,  46],\n",
       "        [ 39,  47,  47],\n",
       "        [ 39,  47,  47]],\n",
       "\n",
       "       ...,\n",
       "\n",
       "       [[ 98, 101, 106],\n",
       "        [ 95,  98, 103],\n",
       "        [ 96,  99, 104],\n",
       "        ...,\n",
       "        [ 78,  81,  86],\n",
       "        [ 77,  80,  85],\n",
       "        [ 77,  80,  85]],\n",
       "\n",
       "       [[ 96,  99, 104],\n",
       "        [ 93,  96, 101],\n",
       "        [ 95,  98, 103],\n",
       "        ...,\n",
       "        [ 78,  81,  86],\n",
       "        [ 75,  78,  83],\n",
       "        [ 74,  77,  82]],\n",
       "\n",
       "       [[107, 110, 115],\n",
       "        [102, 105, 110],\n",
       "        [102, 105, 110],\n",
       "        ...,\n",
       "        [ 79,  82,  87],\n",
       "        [ 73,  76,  81],\n",
       "        [ 72,  75,  80]]], dtype=uint8)"
      ]
     },
     "execution_count": 14,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "11a2dd2d",
   "metadata": {},
   "outputs": [],
   "source": [
    "#图像的显示，也可以创建多个窗口\n",
    "cv2.imshow('img',img)\n",
    "#等待时间 毫秒级 0表示任意键终止\n",
    "cv2.waitKey(0)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "ece034aa",
   "metadata": {},
   "outputs": [],
   "source": [
    "def cv_show(name,img):\n",
    "    cv2.imshow(name,img)\n",
    "    cv2.waitKey(0)\n",
    "    cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "95499d21",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1200, 1920, 3)"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "289e4f32",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 39,  39,  39, ...,  43,  43,  43],\n",
       "       [ 39,  39,  39, ...,  44,  45,  45],\n",
       "       [ 39,  39,  39, ...,  45,  46,  46],\n",
       "       ...,\n",
       "       [102,  99, 100, ...,  82,  81,  81],\n",
       "       [100,  97,  99, ...,  82,  79,  78],\n",
       "       [111, 106, 106, ...,  83,  77,  76]], dtype=uint8)"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img = cv2.imread('cat.jpeg',cv2.IMREAD_GRAYSCALE)\n",
    "img"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "22793d06",
   "metadata": {},
   "outputs": [],
   "source": [
    "cv2.imshow('img',img)\n",
    "cv2.waitKey(1000)\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "52aa635f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "True"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#保存\n",
    "cv2.imwrite('mycat.png',img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "282b7273",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "numpy.ndarray"
      ]
     },
     "execution_count": 21,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "type(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "6466cd67",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "2304000"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.size"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "e8c3bd3f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "dtype('uint8')"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img.dtype"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "3d7ff789",
   "metadata": {},
   "source": [
    "### 数据读取-视频\n",
    "* cv2.VideoCapture可以捕捉摄像头，用数字来控制不同的设备，例如0，1\n",
    "* 如果是视频文件，直接指定号路径即可"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "b62ffcfe",
   "metadata": {},
   "outputs": [],
   "source": [
    "vc = cv2.VideoCapture('123.mkv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "a17a7fa2",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 检查是否打开正确\n",
    "if vc.isOpened():\n",
    "    open, frame = vc.read()\n",
    "else:\n",
    "    open = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "32e30fda",
   "metadata": {},
   "outputs": [],
   "source": [
    "while open:\n",
    "    ret,frame = vc.read()      #vc.read就是去读取每一帧\n",
    "    if frame is None:\n",
    "        break\n",
    "    if ret == True:\n",
    "        gray = cv2.cvtColor(frame,cv2.COLOR_BGR2GRAY)\n",
    "        cv2.imshow('result',gray)\n",
    "        if cv2.waitKey(1000) & 0xFF == 27:\n",
    "            break\n",
    "vc.release()\n",
    "cv2.destroyAllWindows()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "932e3063",
   "metadata": {},
   "source": [
    "### 截取部分图像数据"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "a9019198",
   "metadata": {},
   "outputs": [],
   "source": [
    "img = cv2.imread('cat.jpeg')\n",
    "cat = img[0:200,0:200]\n",
    "cv_show('cat',cat)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aac11f1e",
   "metadata": {},
   "source": [
    "### 颜色通道提取"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "de61491e",
   "metadata": {},
   "outputs": [],
   "source": [
    "b,g,r = cv2.split(img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "49c5a0b3",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[ 34,  34,  34, ...,  36,  36,  36],\n",
       "       [ 34,  34,  34, ...,  37,  38,  38],\n",
       "       [ 34,  34,  34, ...,  38,  39,  39],\n",
       "       ...,\n",
       "       [ 98,  95,  96, ...,  78,  77,  77],\n",
       "       [ 96,  93,  95, ...,  78,  75,  74],\n",
       "       [107, 102, 102, ...,  79,  73,  72]], dtype=uint8)"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "b"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "c3d33d6c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1200, 1920, 3)"
      ]
     },
     "execution_count": 30,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "#合并颜色通道\n",
    "img = cv2.merge((b,g,r))\n",
    "img.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "925fb43f",
   "metadata": {},
   "outputs": [],
   "source": [
    "#只保留R\n",
    "cur_img = img.copy()\n",
    "cur_img[:,:,1] = 0\n",
    "cur_img[:,:,0] = 0\n",
    "cv_show('R',cur_img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "id": "8ab2369b",
   "metadata": {},
   "outputs": [],
   "source": [
    "#只保留G\n",
    "cur_img = img.copy()\n",
    "cur_img[:,:,0] = 0\n",
    "cur_img[:,:,2] = 0\n",
    "cv_show('G',cur_img)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "id": "6a2f84de",
   "metadata": {},
   "outputs": [],
   "source": [
    "#只保留B\n",
    "cur_img = img.copy()\n",
    "cur_img[:,:,1] = 0\n",
    "cur_img[:,:,2] = 0\n",
    "cv_show('B',cur_img)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e03bf006",
   "metadata": {},
   "source": [
    "### 边界填充"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "5843a5d8",
   "metadata": {},
   "outputs": [],
   "source": [
    "top_size,bottom_size,left_size,right_size = (100,100,100,100)\n",
    "\n",
    "replicate = cv2.copyMakeBorder(img,top_size,bottom_size,left_size,right_size,borderType=cv2.BORDER_REPLICATE)\n",
    "reflect = cv2.copyMakeBorder(img,top_size,bottom_size,left_size,right_size,cv2.BORDER_REFLECT)\n",
    "reflect101 = cv2.copyMakeBorder(img,top_size,bottom_size,left_size,right_size,cv2.BORDER_REFLECT_101)\n",
    "wrap = cv2.copyMakeBorder(img,top_size,bottom_size,left_size,right_size,cv2.BORDER_WRAP)\n",
    "constant = cv2.copyMakeBorder(img,top_size,bottom_size,left_size,right_size,cv2.BORDER_CONSTANT,value=0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "id": "46afd54f",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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Hmywzgj0YAiXpA5Q5qny/q72AEwMNZTkSYmzX9wdDQt+n1myimQZkSipAarnBKJscRPkAVmN2R7rZS4IoTEuieAnGphY58eJMMsobi+nBr7yBCloWXTRN31LbSmNhlwSqid3jQexcW5YmDErX2EtqnZws8oligkHvHKkuro4TWvGMSqvLG01hIlQaXzFBSBDK5qxomCFEbviTSm8s99ZY2iyeZ0eFRYidCUuOt01OgLcGxTskZ7S91bQVewiDLxGvAoawh0RBuQOm9LdCCnkJL8Ek+1AL0JOqasGR9zp3R7ooH7OL4ezxBGPpPidumqVoQieTGesrqwT9kGFvgMgSapUGmqWTiWysUBQqqRBqET3LstwuWdxU5tqGeh4hSqYnUaiqYszM1LPKMZMq+rd4qaS41uF1ZexFF1FiPHvuL00K4995+8eOA9ok3TVNG69XKNfCnd+o11QdNzVeJqSt8X32aFv+0moayIyx6U0NQ5Hr9rkNcOqRlEa3I+dJKckEY9qBRIpU3busDQpBJksTUQk7E8zuSfNWWYyEAJlN9eeMtreGttfJ9G9zhrDDwYvnLDjjxFF7Ebgk7xfH7K3CyolBoeV2Rgq/5KlrqN9lyYIx/5kecGOr0LQ3A5CkKWmcFk9EkiVsrW7QH+gsLp1gcTGm7lpUGzabfnfnmrK8rlBiWqgBK8cq6+SA2VF9RVnYGWNsLpruMzF14E2EYkY73lzsolWBKwx6ISa0QJm3f+d8MX6hEEq910pjayJmIbdBg5Yz1J37Tk9oIh83KemEBFBofcpbLCMc+SAlVsVDSEGWKWlyl8YnSuM1dzwoP0eh4RUMvGjTjnZXcjoQxbQkbg0ZC4GMQlqWk8/CjLY3i7ZC22nitWqDtzlD2HsEZ3LH9QxKapbYuzPK6ueujipN6jvfC6ZSnDs92ZdUtYJ/lCQTJGQyy6UajSRRlTc1TamQaZKRJBHhcESWZTiOx9ZGF9M5xLyTUXPANUx6/Q6prIIlFLHTScYmEblbX2mbKPkX5RJNWfoAxTjKVsasLDqWr1UMyBtsMhJ7XVOK3SY3JmlZNg0otrxD14nzxoLBzrXJzQhqfUiMaTxtrhAl2is67zVp7db8iqAvgeo3RX+NTErWLq8QDWM6m5s0GhUO332CRKY7Qk5J4xtrjwIVnJXlpstc2xs7FQg5fnYh85WjfPv4+cfmRGVu4CZoeldHLg3PaHsLaDvuvGtmBnDbM4TSJFZYOsjlj7GkXOrsfPvYyWeC2OrMHZsmjKUmsROduiPh7DCDAsXA0ERJ4sgnNuVXrI5L45hhr0uaJtRbLXzfJ0kSKl4VoWsMtrdJk5R+Z5ssg2pzP3PLDzHqrtLyTBwDoigijlKiZEh13skHfTYlce1IY2VGIXLbJLKQnPYYICIf4LkOvDNVFB0tx712o6HoNNWcYjBT0gYnBvbOi6Ve/NwBAEqv+G4U70nZ/EB+7jR9i/uXx9RuYWBS8xu3TqqYkTTLxhHCUsLm5Q380GVp8QjLS0dpN1yG0idDTkSYqmvsHssIEFJDigxkLq2m6bhtV6PPePLIx/XNMP3tfd/83lJDjp3AZ7S9ubTNxv1wPbjNGYJyryxK2ZaDO3YePJ/oyadGMeWCNn3F0jYVQ7nTiWWCjb2GkGQZIDM0XUn4cRwhBKRJilutgJT4wyFZkpLFMeFoxOq5C8gsY2FpiU6vh21brEuJ47oM+0OGwwGDwYB7H/4KKu0DhP1NHBEx7PSQjkMqM/r9Eeg6zcUqMTFq4i8evyRtICZm2MnJdkfrGXs+jP8vDariWkLsMVu/DJK9BAhAaFefnCRM0Vkh2/2eq2sKoTj11LbCgrYze+yYGGCva5VftN2+/GOhQNdJ4hgpJYZpEkUxSRRBlhH4Ixzbo7M9xKkcpVaNaXoaWZSxur6BU7PRbG1iwlDPvCPZ7jB+chPBDoOe0PRKzzK2WBeT7q5OvcGEfCkQGdNlxWe0vRm0vfoazUvFbc4QdtTcCYl/rwcWO9x9166SOrWzrZAQ1MnjzhcaaRQxGgzIsgzDMAGwHBcpUyzbwu8PEEIQjHxGvR66abBy5hxxEKFrGv1enzQMSdKMOEwZjIYcv/Nunnv6cRb2H0WYFkM/Y/7APbiNfWxvXOTIvhbEMExj4jhmY6tDb+TTajbRxrZXtRg1qSkUOsIOk9gtGU1L+2WtYqeTBGVz087Lk91wPUGwy2RUDHSpgrUKxl/WBMtQanQpn03xgKXDxusppfxE5QPGP/PzpJSkmZLQNE1DMzRkJtXzS5Vjpr+5SeCPmFtcxPdHRFFMs9Vm1O8RDIf4wxFhGLJ48H7a++5gtH2RmmdhZAmDKMYfhLhVb8IOXDz3WMIrPZPM9Ts51vamu3LHtCCEIBtPKGKix+Re594kKNKVzI0z2t502iIoBWteO25zhoDifMVcnXfEXpN+mbtOQIz/m+TYYwmlII7IJ1xBZ2WV9bUubn0Jt1ZH0wRRlBAOt0GGxHFIMBqQpZIoCEFKOltbNJuL+KGP53iYhkOjXmO706HVXiLJdKJoRHt+GdN2md9/GKlV2Nhao+q4JJmBjsbllXUGQUDohyzMzVGteGh6bofNoGwyKuyT5TWAXA4ZDx71bNquha0dBikmtheSV9Gnqq9eHsleHDsLYzvtLn+ZtuIW+0ov09TLNXmR/C7jF6Sg/5StGXI3XyCT6LpOFPjoQieOY7xalcgPCEdDRv0BcRjSWVkjCEL6a1t0e33qjTrnn3mBRmuOzc0Nut0Or3/jV4PRJhttUrcFfq+DtG16/QG9/pD6XB3D2RnF03ElxTxW9FT5Acv7FK0KW3JB+0lFYEfrzdBu7FLQVaHumY691oo2zmh7c2hbCLbXi9ucIYjd30uS68T2fIKc5p4FFaa2loiTLy7lZhjLsnCdOvfcdwdRqhGnGf3BAN2tM3/wKKYpSIIB3c3LPPf0J0miCNtySeOEldWLnLj3YXpbm2RpwiMPP8zjTzyONCq05+YxdBfLtomlRNNMdFPDIKbT2SKLRhxdavKWL3kjn/j4n9NLMhrVKmEQYVoWQRQpN7Vi8iZncJJ8zaRQRZl8uaQcD6YiunH6/J0+2XE7LQ9ecVNsz3tfs7Az7zb57SjXWonGRTuVsLAzNsrnFtcrAva6a2tsrG7geA0c10XoAk2k2LZJFASkSYI/9LEsk9FgSH+rS5KkmKZFv9PF9Spsb/UYjobMLx7k5HPPcejOh9geJMwfOoDhtRkNOyztnyPzM/pxQqc3YHO7y1yziZ63TxNiF02moeUTg1Sdk+faEePxPhaU5M56kMi1v0zK0uRzi91O1U0p03lG20ncaNpqeYdMp4V5ObjNGcLujpxgEUJNWVJO75k+prjWjqYw3WlqPQGyJCWJMwSSqq2RZIKwHyFH68RGhu7VCRMwq4scu/tNBH6fJBji2h4rF0+yfPAwjUqFc2dPsrg4x/Gjh3j21EUsHarVOiuXL2M1WmR+QK1aJw1HbG9t4XcEcxWTZrPBoYP76WxsoWmCRq2B5zoMkyFpyc10YmJnZ3smpbK3SjF+mabey3F/7ATX7O4zURpwN0Dw2AN7iHyirLjstH/HHJCbvkr25wnBSEyq6YxfJtVHmqZhGjp+Z8jCvrtJMoNMGOimjWPpBMMN/KHP9sY63a11dGESxwFxGNOYW0Q3XVLZ59FHH+PJp57gzkOvZ7uzhetVsWyX+f2HkFaF4aiLbdj0BjF1y0TXddbWN3Asm2ajgUSM16NEtqO5CSGQ2c4amJS5N3vRBxKl+RWCY3myKW2/sqvwrTIaFe9lTrcZbW8RbUv9do24zRlC2RvgKkeVO5KdwVbeX1ZUdyZIpRoUkrUQipgInfW1NQzdoOp6zNVqbHe2qBgSg5BOEJBmKqq4Pb+AP7SxTJPt9fN0N1aZn5vjYLyI6zrcd89dmE6dj3z4D1hbu8zR9j50mRGlGSQxcSrxKhXEqM+nP/1JNPkGFucX0OIEq9KgvjCHYxuIQf4ysHuNoHhzyoxiOs4AMclE9lbbociDJEvn3BoUz1eaA/a6dz4ZlNXtae0vP3nnFFSaei3/0Zrbj1epoJk2W1tb9LfW0FpL1OcO0Vo8wfzygDPPf5aRP0AMeyTRGpmEO07cx+rKJe44fpQoHLG27bNv3xLDbpfBoE8Uhui6i5mOuLR9AUsI3vjg/bz+9Q8w6nbRDZuRHzC3f5FYC0lEuosMhbRLYV/XAClKHig545+WPMtOBaUe1YQgzbvjVnkZFdhZo5rRdtwfN5W2hR/VteOW11R+uSg65kodBJMLqePc6KXzdq34S0mRtwjyCECZp4gWAt0w2NzaYnt7i8Af0OtskqUprlulPn+ITAr6wz6pTHE9B9O2cWoNDNPm8c/8KaP+No+96e3Uqg2Wlvdz57GjbG2vc+DwcXTdIAoCPF0niBNsx2GuXmcQp0RJytraKik6290BmWaRCIO+708JBTsmn7IKPb2OsjN49l5QnFa/izWJaVvnLYHY+VOsFU1CImRpQpk6oiw9XonpFQwxjBK63Q6D7S0qpkHF0rGyEY706WxepNPrUGnMc/TYPRw+eheNuX3UKhVqtSrHjxzEMAT3njjO4QPLnHz683S310ijCNMwSSMfP05BE8jY55Of+hTb211O3Hmcdq3Cof37WZpvoRt6LuzsZQaZpCkTEbov/XWXU39fMcxoO9HOm0XbQvC9Hnrf5hpCjkJdmlonmIg8lijbm1BWuTFTEHledVnK6zM1aRasoWAK9WaVVqfG2sY6G+uraFnGocOHmZuf5+Tpk5x77jMkwmBu/yG2Bz6e0JAaHL7zPqLuZV545nGO33kP9UaD9lybOMk4cuAgb3nn1/A/P/xh0C1a9Rq24xBJQZzGNGt1BmnMyuplKo0F+mFEttkhcz2ibAOpifF4URM/jJmh1ID0igOhsAxNrB2UAtgmBizwzGc+U6ogBkfvuQdAF0J8EDgKnAG+RUq5LdRBPwV8LTACvlNK+ZmrE1RMro6Vbz7R7jIjn2zjROSELGheZm7k/uz5c+djRzdMRsMRg+GQVq1Go1JBlxLHMGnNLbPSOY0fDrF1jUarQX/Up95oc/rpT1N1Hd745rfTaLRoHT5Epp/nf/z3S8wtHmY46JPoBo7tkeo6c40Ga5eHBL0OK5cus29pkSQDq1IlAcbZCaRk7Ek3ZSYo/y4nMpumc6FF7+yQk8eV6HvqySfRdD1XKseTURv4dW4IbafahphUDYoWzmh7Q2k7ZjTXqdHf9hpCYeuW2c5K/V6dVmyXQFacA7sGYpEgrnTyxN8sy7A9m0qtypHlfVRcF8s0OLC8yKi3xeVzz6HJjFa9Srvi4pgWsYCFRoMslbzhTV/KGx59jLOnnmbfgX0cv/s4r3vwAR577E0cO3aEaLiF39vgjkP7IfLpbK5i6Tr1RhNhOYzihP5wxFZ3izBL6HXW2FxfQ5aGzTiJ3Thycacfpvuu9KC7OwPGE3NxbnGXO+67jzvvv5/j991XDNxl4ENSyhPAh4Dvzw/9GuBE/vlu4Gd33+Slo3BZnA4MGj+FHB803idLx5RfjPEYyJFlGRmSufkmltA4f+E8jz/1BOcvnGNxeZnO9hYXTj7O+qXT+Jmk0++zNNdm/sBR7r37PrbWztPpdKnV6swvLrO00OLYoWO8/e3vYjTsUTFNTEPQ8Dw0YVCpVLAdh3MXz3NhZYOtoc9aZ8TG5hZBEO7YlmFHihbKJVfCWHCZcCWWk9peeVKdZuzjHD5TfXzozjs5cs89HLn77mLT93NDaVumHRPfZ7S9ebQtHEJe0yajAmMTUPGRk4OuEDizQovYy9Q09VuIyclwvN/UaM638YOAllfh+KGDLC7vJ4wi1lYvEPpDvEoF03apuzbHlpfxXI/t1XNouuDNb307B5YWWd6/j6WlBQ4fP8Lb3/UuFhYXeeSRN2AZGudOv8CZk0/hWTqWZbK4tMwDr3uIo8dPIFKfI0eO4JiCCxeexq14Kpd70VZR+PHvDKo91WxRHmCTEct7McuyOp+hBm1hRgKawC/lu38J+Mb8+zcAvywVPg40hRDLXAOKRe7iZS+YU5k+RUxESmliETtjYue8XAqbyo6ZZRnVRpVWs8FSu02WpuxfXkTLEs4+/3lkHNCseTQ8G12zME2TLBjSXDzIO97xLp598tMs7d/Hnfed4KFHHuTRNzzG4UPLrF06hUXMgXaD9Ytn0YSk1ZpDc1y6wxFBlLC2tUYm4PzZF0iSaKffizz8V3iTdzF6qe0yD04fm5UmjJcwQXwDN5C2O8JbOVJ3Rtu9cKNpK6bM4y8XrwKT0c6kLWGsHo6rDxUctpzzIx+M7JooxcT1JhZNJ/pQsHhgH57t4W+s0tlc4/zJ57m00SH0+7i1eZxKgzhJSUKf1kKNxmKDj6HKVB4+eowTdx1jad8ClmWh6zoPP/oIn/3MExw+eox+f0ASBOzbt5/DR49j2BUyzeDo0ftYm5vnzDOfZzjYIkkTmq0mlutNElmDLJNjQay8eKf+iPHCldRybwypgn0k2dQazK6fCOBMXqS7OT9Po70AYEgpL+eHrABL+fcDwPnS6RfybZd5WcjXL6QyM4zdX0trQEUk68Q4KOhcXkdhxw4tKF6kHQHBrjo4tTrDbodDC/McPniIOMtYWTlPFMXsP3oHnuvRsC0azSrr505z6fIp3v3Vfw9/OODI0UPs27dEo17lbe94J5puU7EcXMfk6cc/jVVp4DoWjeYci0vLXDp/Gl2GHD1ylLWLz+DWDXTT2DEbCAFSZccsBzXt7Js0E6h9pWcSxZPu7IfdqZVBjfkLJ08C0JibL3Ys3TDalgUulIC2Y96c0fZm0bbo9jKzvRbc9gxhWtIvBsPEQC/Uhj1MJ5Ii66HI3wdRUtHyk8SOn7OUkCQRGRHLBw+wbTmsd7qMtgeMhiOSRGKYHq1mHX97m+3VFZ5YP8uDDz3El7z5LQS+TxJHHDl0BF1X0n8UgaFpDHt9FufanNQFl7dWWN3q0ul0eOPb3kkmoOKatNotLldrbKxdoNaoUm000Q1zl2mwWAtRY2qnb4rBNmmznLJhTmFn+Kkfd95/P5ppEoUhZ599FtNypmkixcsMThBCfDfK7IBhmLvaUq6gVuyZZvwiE6rQXPn5SkxRCEGRv2mH1uNBsXN9ITl+950sNJtsXzrH6sULDOKMQW8bpzqH6VQI/ABtuM2Ddx9itH+BdLjNwuIS3/6d7+PAwWVs20LXNV73+gf4wuef5o1vfjPBcETV9Th07E6ai/sJkowTJ+6lXq/zwhN/zmhrG03LqM8dUzbwoo0a4zrak1SZmihKzH1cVq90dLYHYx9PHMpOwaE778I0LZI45sKpFwCq5XOum7amWbrW5LOUn2dG2xtPW/X8otzxLxvXZTISQpwRQjwuhPicEOJT+ba2EOKDQojn87+tfLsQQvy0EOIFIcQXhBCPvOz75WHv48VlSiagIs//TtvUX8oTpjpkL1PRDsHUwrIf+MRJxDATROjUF5bxKlVcx2HxwAE820aYBoeOHufY8TtZW1mh1ahTdT0GvT797Q7BKMDSDWzTZDgYYVku50+d5snP/TmraytEwYDe+jmsNGD17OP8x5/7Sf7kD36bbq+HZrtU6jVM1wGRTTzbHnSY+F42LynNqvTClNcMJuy7ctyNpm0jAdM0qTWb+KMhQFKYC/K/a/mpF4FDpeYczLdNQEr5c1LKN0gp36Abxrht4zbuYVfeZW9mWuLdqy8olSvd2VhmlnEcYRiS+YOH0aptNvsBaZwiM0Gl2mBhroUR+/Q21/nYn/4py/uXWVreT3d7C8/1kJnEtiwMXScYBZCmJGHI5bPPc+7UM/zZH/0uva1VokGXQWcN2zJI0IiTiObiIrppTub9H2uqpT5BTO0rP87eY2GX/04uiZcnCNO0ADVxVxsNgAqweqNoWzD7K60TzGh782hbLLBfu8HoxqwhvFNK+ZCU8g357xu8QKVQSAwTEkb5ADFJBPVjr0G2Q5CCi09PjlmWMRz1OXf+eZLQx6s1MFyParPFwv7DHLvjBDXXpeF5zLUafPKTH+d/fOC/8bmPfpg/+N3fwR+GRH7EaDgky1S5vExqLMy3WV1Z5a59c4QC+lHAZm+bYb/HN3zjN5MmEU98+uOcfOLTSAGGaQEZuqYpIpelIqa0nXFHsQeznHx+YNfLWOxJ01T5RANZmjLs9XAcF6ADvC8/9H3Af8u//zbw3pzhvxnolswPLxljU5+UY8av+m0ynfc4AR+TL8+ENsRkHpzy40spSZKErf4W/dGAUAoaC0s0FvZT8TyWDx/B1nUMx+HhRx+hWavy+Oc+g56lDHpDtte3GPQGGJqGZZqMhgH1Wp2Pf/TP0OMR+w7M4Qc9upfPcmDR41f/w0/xe7/5K2x3Ohiug1etMC5YtEvtm54QSs9QMM6JZy+5MJY16cIkozao7Sh6Zmk+HtOUUb8P4KNoOKPtq5i2pdtcF26GyegbgHfk338J+CPg+ygtUAEfF0I0hRDLVx9gJXvk1AARhWp0FckZydi/uVjUUqEcGqIogCOmgtYkCCFJ0wx/1CPorWJZbeJRD5nFeK0FatUqWhoRxyFf+MyTPPPsF0BKQpFy7z6H3/lvv833/ZN/iEwzkjglSRMWl9pkScooCNkYBFj5xKvrBseOH+GP//gj+FFIpVZDy1J6nQ77lxfGz16ogsVgGL9kpf7Za5Iv+muvPt1hmMWAgziOOZ2vH8gso9ZqUa03QNmNv1II8V3AWeBb8qt8AOWW+ALKNfGvX5kgRQvkVJt2S0bF0tB0+/fU7tg5VtWHkONhsZfElWUZvX6HS6snqTWPEoc+uiHYf+wujh8/QcXUSMMRn/v0p/n05/6UmmVzYnme37q8xv/2g/+UwPdJk4Qsy2i0mggJWRZjmXVeWF1nGIwYDYccOHgEr1pjfeUSrSSi6h1FiMliLWUVXwhBNmWtmWbuEy7Vpb+K/jt5+6cTEgogTRIunTk1Pq/eahGMhj3g/cBv3AjaltuU/2J6mprRdufZbxRtbxSulyFI4A9ym+O/k1L+HDdwgarorGKyuyoTkHJsKpkegxJZ5AtF5SXPU/KWpIxp85Gu6XjNBprQ2LxwjjSO6QUJRm2Oc6dP8vk//zB33fMA73r7l/Dpz36MRKZcXF/n8LEDfObJz3H+8jYHjh9h5fIWK6td7rhjiaWlFlvbfe5/05dzZ2+DTq/P8qFDfPzTn+aJp5/HH/U4fvwEm6uXcLSM7c1NDizM5Wox4wXj8uRfVm7U9hLjZPrlLD9i2ZS0o1FZjsOJBx9EZhlpXt85SyRAKqV81+5ulxL4u3ve5KqYXPpSZC2vI+TS0B5q9TR2Z9JW9B1LakJMDBn14hpYVY9L55/ANatsrfeIdIc4Cvn05z/H8uIindVzJEnMkfvuwolHPPX8E6xvDTgsBf3+iMEw4Nixgzw78mm29mFYFp4YUl8+xKNveiO/8iu/xlZni0NHj7O1sUrkDwmjGK/iqgkiy8aa38RLX4z3cV9M0nKHpmUBYG/zS/mvaVkcueueiZ7aWLmMlHITuIG0HZ+fOzHMaHuzaVtMebvZ78vD9TKEt0kpLwohFoEPCiGeKe+8IQtUpWLx42Om/o6/78ksJj2NxIRaKpVRcpdhkjwfuYZdrVCfb9NdXSUMfTCHfOLD/50oHLJ0+A5e94bHuPeue3nquafI4ozNoeChB9/AxXPnkG95mF4/4JmTmwxCyd3Hmnzv9/8Dao05HFvj03/+KT768T+ns7lFOupgIHAck4XFBc6ePUOl2aRwGxCahi7kpJpdPLmQsEcvX4kVFPvGaTCucu4Vdl8/pshUlo6klCWn2tIpUkmJQpvcq84tvyp5n5S8OnbdXhM4tSrNNGX7/GX6gxG4gj/9w//O2oXn+LLv+3Fef/wg7/+pf8nnvvAkDx4+xD13nuD3f/9DPPTY67h0cYvnTm3x4OsPsP/AEu/+ur/Iu971Dl545inOnDvLh/74j7l86RJkKU7Fo5U2WF+9zPLxwxSqmdA0ZFb2+prubbFHL+zVieq4nQliR+8r98qtRKGRF+2Z0fbW0PZ66X1dDEFKeTH/uyaE+C3gjeQLVFLKy9e6QAX8HIDtuuOZbsIGuUdbhKah6zqaYaDrJoauo+s6QhNouoFpGui6jq6r/OkIE7Q8a2CmyuJlqRwzFSlVZTXNNPBadZIgQOv06K1cYjTq4ppV/uyP/4TR1hbf/Ffew1svXcI1Le5/8CFqjToLc21WL28TpylnT53luWdP8tmGznve85XMtevYjs0999/F3a9/gE9/9OP84e//DzLN5MCBQ1y+cI5Wu4XtOFiWhdA1kixRY0vKCR/uHXXzCjQa/905IrvqGaU+5foljitht8lo+oASneWOUCCEyiSp6Tq6pqMbOpom0DQdwzTRdU3lo9IMhKYj80Kz5UVMKfKJxtDx6nWyxZj+6ALd9RU2V07imlV+7w8/wl9811v423/jf+X0Cy9w+NBR3v6OdyKEIAoSgjjkySdPcvrMBR575Cg/+KP/hHarwdkH7+KTn/oC1UaTP/zAbyMsjxN33slzTz9FGCc4jouuG2reSONdL7AQe9efmJAMxc624lsx6e6Fm0G/K2HCHCjUuzWjbd4dN5O2Ur2pr9gaghCiAmhSyn7+/auAH2Nnger97F6g+h4hxH8G3sQ1LlBRWhTWNA3LtqnWalRrdarVGpVKBcO0MAxdTeiagWEamLo5ZhAC0DSdFEmcpsRJRBDGhGGIH/iEUUCcpOMyeLppYLgOyBRdgKaZ1BpNtlfP8tH+FhtbW9x5+ABv/9IHeeu73kqt6nHp0gaf/fAXOHPyOdbWNul3Vnjm5Cm8epuv/sqHObDcwq14HDy0zHONKrVmnV5/wLmTzzLyfbxKjfnlZRzPJZESGQFIYkCkGbIkcYwHU/EiTqWFUAORHfukFFPHFEw3l0fKniCZLEk5NxeTarM2NuUVdK5Uq4rG1SqW42CaivFrmo5umliGivkozpFCEKcZSRoThCFBGBKGIVEckqaqOIqmazjVqloMzNT6kuN5PPf5j/PvL5zhdffdzUOvf4S3fOlb+bIvfRNra1t89CNPcv7sOU6fucDW+gX+5+9r/Oj/60fQdJ1DRw6TINjaWGNp/z56vQGnn3+GNIlpLy7gNepYjkOcJEip1pHGr7sQyGzHX32HNFM2+HF/lehJmekLhMwm7fSSXUz4ZuNK3kUz2hadAjeMtvk51/uuXo+GsAT8Vq6yGcB/klL+nhDik9zQBSqAHQmi8KyxTIv2/Dz79x9gaWkfrWabZqOB53rohkGxOqDrOpqu5xrCTi1lldVUECcxcZISRTF+ENAfDukPBmz3uvQHfYJgRBAEhK6NaRiMwm3m6m0W9y8TxzHLi22+8avexv0PPsRd991Fo1lnMBiRpRlf+Ozn+K3/+p84ON9g5PfpBBr9QZ8//KMv8NiDRzh0eAHLslncv5/7H3wDTzzxON1OhyiKOX78DhYO7sewLGwhwHWRqKpPaZqQJspjJE7ivP5yRFqyP5Zdc/ccJKXFB3Us40kjy89RDESUFNabByUlFk0rXgKBbVrMLy5y4MBBlhb30W7P0ajVsSx7vICn60qaNHMpMsu1O6HppGlCnCQEUcxoNKI3HNDt9djudhkM+4RhSJYkWLZJEg5p11osHTpEfOo09x5Z4i+++8t5/aMPc/d9JwiimCSTPP/cC/z8z/8bDszV6Q86aN4iz55a54Vnn+crvvIxDF1naf8y9z/4KJ///OfY3tomDCPue8Oj1FstEAJbSsAjzTLSJFGfNCWOI8IoUiUc07xPrqgFFp4p5YkXxcSLPh2PgVujKYzjhKaYwYy2N5m2UjJOybPLrPzScc0MQUp5Cnhwj+03dIFKykzZFYVaoNI1Hbda4dChI9xz4m6Wl/fTbDRxXQ/XdjA8G00TpJFynTQsHc3QsUylIehq1QnD0DF1U3WyEKRZih+GjPxQMYROh+1ul263y2ZnC0PoNJp1OmvrVKtV7jxxB3fccZxo2CeOAjY319neWsBzHUYDn/4w4MidR2g2Fzh54RRCwCOPvpOjhxcZjWLOnVdZFFvzdaqNOsI0qDWaxGnG0oGDnLj/PpqLC+iGodTo3CRWTPBRHKsXIo4Z+iMGwwHD4YjRaEgQZmT5IlYhQQAT6uqYYUwxkSL1B1KSZdPH3CBIqeyrJQgtr+qGDkh0Tah8Ukfv4P577mV5335qtTqe62JXKuiGIItVOw1LQzcMLCuXKoUqkWgallrMFJBmGX4QMPRDOt0um9vbbHW22dreZmN9jd7qOivnLlCv1rnnnru44/hRXA2SNGR9fZ393X2kqaTfG7K4f4FGY4Hnzj2PEPA3v+VvY0ifwSjhs596mqPHlmm0WmiWTb01R5xK7n7d6zh+9114tRqarqEJDcMwxrSI4pg0SQjDkP5oQL8/YDDsMxwNyeIpWo7/7Gh2pc5VtC55sKia4HJcM/hmQq1LybG5SGYSoYkZbW8ybaVU9ReyTK01Xitu70jlsv6ECppo1GscPXEX9564m0MHDlOt19A0XXnNCImMU5I0JYwiQGCEGrplEptKUtANA1M3MAxjPMmapuoG13Hw3JiK51KtVmk2GvT6fea6Ldq1Bp5po2sajumQpSmGLkhkxtnLlzArNU6cuIuN9S0G/YCTJy+hWS5ve9s7+cMPDej2O7hulWefeJ52s4aWepCM2Nze4NKlFaI4xfE8Fi2L+eV9NJpNGpUqFc/DMAyM/IVQWpJGnMRkaUqSJIRRxHA0oj8Y0Ol32eps0ev18IOAOApV0HzGeBBJmU0wijJz2GEGKg0HN4MhwB6hl8VEopbQ6rUqd937AA/cex8H9h3ErVbUoNc0ZJqSJRI/DJGZxAh0DMsksmJM28Q0LWzNxEJgGjqGqZiqY9s4Tojj2FSrFdqNBt12m/lGk0alhgYkQUIcBCRpTDdLOX3+Au35fQx7Qzpdn7NnVxiFGW/+krfxoQ/1SJKUC+cusXzyHLYpWNUjgnDA6sZ67nVSoVavs7B/mVqlSqvRxHZsTNPCMg3l/qwJ4iQhS1LiOGYUBAyGAzq9HpudTTa3thgOhwShT5amuRYnQWY5XdNdNJRZBlmmJuRMjsusvphXz/VibODIx5coxtmMtjeVtuN3NJNkYnd6mpeK25shoPKko0k0KXAdh0NHjnD/iXs5cOAglUp17M6mogMFmoQgN//ILFMmo1DHMgwi08SybVLXUmHzgJYZpFmGJjSSLCUMA4Z5Qe00jnFME73RwDIMbMvCNAzOvXCKC+fOYds2c4uL6JZLlKSsb2yibXbY2Biy3RmwcuEyp06foVJdIEkizl84h/XnDvuWFzlweJFOw8ZyDDa3t9B0jVqjgVet4HoehqZhALZhYNk2Vn5vLVehlfqYkSUJSZYRRhF+Mdhac2x2ttjsbLPd2WLQ76vBNpb4leaVSeVWqgYZEwOubHe+JbbnYsJC4jouR44d44G77mN53wFsR6XOKOzHuhCkaUIYhCRJrPok1DENA9OycDx3rIFEmYmZpOi6RpKmjEYjOttdhsMRSZpg6Sbz7TaGYSDe8lZeeOppzjz7HK25NssHDyIMi/5wyNmz51lf69Pr+5w/c5bnnz9FpdoiDPucfOEZ0iTk4JEDNLsVqg2X/qCPYeo02i0c18VxHHRAlxJTaFi6jqUb6IYxlibJMrIsUwJN3GLk+3R7c2y0t1jf3mR9Y53O9hZRmEJW0LGgmRzXEC7WvhRT3xECxhP1TYSu63klMEXTTMoiA/SMtjeZtlmWoaFdl23wNmcIgFSl5izL4siRI9x9593sW1rGdl20fNGpiAYGQIixaShKlI1RAIHQMEwTN18sTpKUxLHU4rJto+k6SZLQ7w/YWN+k2+mq9BVpmnsn6biOy/zCEoPBkH63g+vazC0uYFoWnV6X50+fot1osrU5ZGOty8UL5/D9AWkccHD5BP1Bj62tCwyCy4ySA7TmW3nNV7VQbtsWcRyTDQaYmk5kB3TSFNdxsW0Lw7IwTFN5HhW22DxPStV1qboujVqNVqNJu9Gg3WiyUauxsr6miv0MRyTjSaG8cFya+Iu/GePf15cu60pknZyYVAQr2KbJ0aPHuP+eB1ha2odl2ximgdAEaapehjTL0HQDx7IYxsoZQEgIhMC0bdI0I4kToijCNC0c18YyTOIkodfts7G+zubGFoPhADQN07TQDZ1atUZrcYHRoI+Xv+hxmnLq/Dn1Ivsx6ytdVi6fI0t9DKHTXjhORkIQdrm8FjOI6phbBoauq+LupqFs2VmGZ5r0gEG/T8WrYDkOlm1hO86YnlluYvFsm6rn0azVaDUatJtN2rUal7wKaxtrDHo94jQBmY4nhWk6kjN+8o8s1MSbCNd1qVWrdHs9Ugpb94y2N5u2FAvNuxxGXh5uf4YAmIbBoUOHuefu+zhw4CC1ag00MHSwLIMkVe6jqqScxPRsqpqgn0nC0ZAsSUEItCQhzTKiNMEMTULfxHZtBODYNlm+AOT7PhubG6yvr+MHAYZhYDsOjusgkFSqFZYPH879jFW6h0gItvs9Otsd0iSjPxwwCtaZm29RcWtYtkqMNT9fxXQl3WGPXq9LGIbILMW2bRzPw7RsLMPA0DSiMKTX6aDrBrVaDdfzsByb1HUxDINMSpJczTRME8eycCwLyzRxbRvPdam6DlWvwmq1wub6BtvbW4SBT5pLLGMNoayOFvxCZiBTuEW2Z13TOHTwEPff9wDLy8t4nkeaJmjCxHEcwjDEMHS1BmQaVAwNkITbHTVx6Bpxlqr1oCjEDi0cxwEh0VxNpW2QksAPWFldYW1tjSgKsV2PRqOBYzvYtk1rYVFVN0RF92ZS8sLpU5i6wWA4RAqfo3ccwx+lOI6H6ejMzbmgZ2x2tulub5IkCV6lQr1Rx61UaVZr2LZNv9+l1+vRbLRptZRrcZokWLZNkiqzghCC2HWp5N42zVod0zRxLYtqpUqjXmd1ZYX1jVVGw4GiYa79ZbnveyFBkhUaX7bbTHcTYNsOd991L194/HMMknhG21tEW5lJpJapWimZuGbGf9szBKHB3NwcJ07czf79B7BtG4kkDiI0IbBtF0NXvrpO1ckrKUlMXSNN1eQexgFC0xBpSpYmJGmCaVlktq0iG3V9rGZpQiDTFH80YmNjg62NDaSU1JtNWu22ur+U6KYJWUaYxNiaQEewdnkF13WJo4j+cMDSvkVsu0rgpwihM7/QQogUwxKMwhEbG2tEQYhlWWSZpFar0Ww0mGs21QAbdDl/8Ry6brC0sI+2lKRpApnEtC0yKXOGkimNSSjGWPgmuI6L1p7Dcz3q1TqtaoPLlQqbG+v0utuEUTj2G5/4pIUkkjOLmyBWFpGbBTShU6/XuePOE8zNLSCEhu/7pGkKCAzDUon3LAPbtTF0jSCIcSs29sAi8H2QKpdNkiRYSYLMMjQEum4gAV3XEFKSpSnBaMT2+jrdzjZupUaWJNiOTZoXRhdCkKQpURzT7XYxdD1vi8a+5SW8Sh1/FCLRcBwTz7FY3Vpjc3WF4XBIvV4HoNVssbS0RL1eIwh8Tp1ZY3trizTJME2VCK64dpwkhEGgTIOaxnCns5CZpF6r47kV6pU6jUqNWq3G6uolNjfW8f3R2JwwuR6UkouTyJug6U1D13WOHj3G+sYqJ0+9QJoqQW1G25tL28Iup9YHX8Magm3ZHNh/gFazjcwgDCLiSJl90jRDEzqmpdJD61Ji2wYg8dMYyzbxXI8wDEnTdDwIygncNCFAaGRZgmmZZEmCTFNkkpCGIYPOdq725vZRTcM0TTSUd4PQNPq9HkkUE4QBGoI0TXHcCs1Gk1q9xmjko+smUlMuZ4ORz7kzp5XkIwSe51Gv11jet8zCwgKe5xJGAefOb7O9uUWlWsUPRgSBh6Zp2Faau5rGBEGApgmErmMYhvKBziV6mWXomkG93sB1PDzHwXMrNKp1VtYusb66ymDYH2sKTAy6dGw+utF2Z8kkk1EBSRrz8wtU3CqjoY9pWIS6KjQipUQTGpZlkUQJWZpSa9TIMlU2sVavEcWRYv5RiJYk4yRuhb9jmsTYjkXoB2RRjK0bxGGAPxoi0Ohub6HrJpVqBUs3GPR6JElCvVZl2OsjpaTT6SCExsL8PPOaGptJphwYLl44xfrGOkEQYFkWlUqF48eOcsex41TrddIsod/vcuHsWTShE9QD4jhG5hOdyFJ8PyCKIrSKR5amRPm4LUwOhq5jWhbtdhvbsqhWKtSrVVzX5eL58/T7/dKiI+MYkixT60W3wssoTVM0TWdhfpELF84Tx/GMtreAtlIq07Gm6QiZXbMQd9szhEqliufVCPyAbTpkmRzb0OM4ZjAYUKlUcBybXm+Il6SYlkUcJyp9c6NGKlOGgyHD0Yg0TdTLgdIMJHmGz9gitSxG/RFxFGEbJkKqdLpJkuJWYrbWV3FsF7fiIiSEw5HSHhp1Vjtd0jRlOFS8v7Pdod/rUKvXqVfr6JbJaDhkc22N4WhIFMXYjk21WmVxYYG77r6bQ/v343ieegGCERvra3S3thBCEEYRmUzRNI0kSSBJCAI1yEzHzhfjUpIoUnbYvCaygXLptGybZqOJbdlUKy6e52KZFhcvnKfb7arc6lJCJnZU0PFgu7kTiZQS3dCpuB5BGJB1OmiaRr2u1GlN04iiCNd1kZkgSmLCMEbTAKlTa9UwHZPtzW22tzvEcUySKqEhDNTL6UU24UhnMBiAlFimSZalBEGAaVlsra3iuVXIYnShUatV0YRGv9/fESCEwPdHnL9wnnPnz1FxPeIkZjTysR2bMAypVDza7TaHDh3i2JGjzM8vYFgGw2GfwPfpbmxSqdcJw0DREZVQsGirch4w1TpXHKsJ1VBR9ggxrojlOA7zxhyO5WAbNkLCmbOnGPRHyo26mBJkEYWfqaJKNxlpmjLo9zENZdIZDAcz2t4C2kopx7mrxXUksb7tGYJjW4AkCH2kVItWpmliGAaWZY2P0zSdOE5IkgzTBtPSyVJwqw62t8igM2Bzc4tevz/2yMrSVBW0iSK1djDyCf0AmWQYhoGuibF20euoiTmrNhBCYuoG7bm20hqExvz8PEEQjJlCHMdE2xFra2tYhlJrR8MRmZTYjo1l2TiOw9zcHAcOHGBpbh6vUkE3DNIsIQpDBr0evU6XZrtNGPokscrCGEURWZYRBAG2beM5DkLTCMNwPAC13MNBCIEud9IDWLZNW29j6ha60FVG1jSm1xsghUYqVBT02IspH3A3FMVadQla3hakVEGEhj6OgyhonSQJcRJjWyaaEJimSRwnpBnU61Vc10I3TTrbHZJUrQfJLMOQkjhfk0li9aIKTRCFkZpUogjbcUEKLNvArlRoNus4lnJhrFarbG5u5uNMTWBBELDdVUGEaZygG4ZauGw3WVpaYnlxiVqlipQZ/shnOBjS2d5mNBgwGI6oNRqERXRtFBHHMYZhUKlWMG1bBVz5PlEco2satusqcwOKLmrtSOB6HvuWlkjSmDCMOBudxw9CMpEiheobMkmaqHNuNgQCw9DJkgRDU95wM9refNqmWYppmKRSoomrJbu4Om57hqAhyJIUK/eu0fRS/h4pcRwHKSW+7xNnKZWKi6YJLMMiThLSFGzLwlpsolsGmmng+z4SSOJYSdK5nS9LUzXQAE0TxFFMHEWKsGGE6zromo5p6ViVChVP5RqK4wTbnqff75MkCYZhjAdElmXEaUoURsSxWmCqVqrUajVa7RbL+/Yx32qrBag8fmI0GtLd7hAMR/S7XVYvXcarVolyExGQe1mYuJ6H43nqPnlb0yzDNAyE42Cb6gUb22CzTDFWz2NpfoEkiYnimCi6wHAUqMGmpXkKYGWajJMbPZGIXVlXLNPM89XouK5LlqZompoYRiOliem6ThQpU4M+8Kk3KrlEZSAQZNJgYaFNrVZhNBixubVFnCSYhqEkwUgFCGmaIAxGxGFAFISQe7mEoxFpHJI2GqRRRL3eQDdMFufnqVYqjHyffr9HvzdgNPLVuDAVc654FZrNJocOHuTAgf00Gw0yJEE+BsJRQBLF9Pt9/DBibnGBxaUBlmWNmfX8/Dy26yKlJMonkyTPmqkJoezRUhJHEUkUqYkjd5mea7Xx9x9kGIRcuLyKlDGZhExTTgcJKckt0BCEJlSMT24CEYgZbW8BbdNMaQaaboJu7pEc7KXhtmYIQgjMvCaxruvYjlp8FUINumJy9DxP2eyA/mCEkBrVuguAY5sqaVUiqVY9bNsm8AO63R6dbldF/5omSZKoQZWmaLogigKiMCCJIqIgRDNUENiwPyCJQpJqlTQMqNUa6KZBvd5krtXCsW2CMKTf7zMYDJTtMIyILLV+YDsOjUaTubk2y/uX2be4iOd5Sg0OQ6SUxGFElkqiIFAxCobBQn+Z0WiIpmljW3ClUsF2bHRdJwxDpYbmqqpaaNPHx8dJQhrHJEkydu8zdIN2q4nvLzMMIoLLKyRRrMxHeRR3msSkN3oeyR0hSj9xHQfHdVXuGt0oivLg+77yqMoypXXlJjGBMi9oCGr1CoaR58fRNOqNGpWKi2Ea9Ht9kjQjCH2SXHuKk1Cl+khiBEowCIMAQ9MYjQZcOHuGA0v7uPPuu2m2W2RJTK1SoV6p0q43GbSUJDgcjohjNYk5jsPCwgKH9u+nWqsihCDwg9yTJaM/GOIPh7i2jdC03DkhI4oCEIKKV8XzPHRdZzgYEkdqPNumieu6uK7qjzAIlKCRP4uUklRKTNNmYW6B3mDIII+2932fVEoSINVSUnHz1xA0oWqNmJZFxXURmjaj7S2gbSIyNE0Hw0QzzWsOQLytGQKA53oYpokQOpZpYedmIt/3MU1TuXxGUT6R60g/YyR0gihEALWah25okNupMylpths4jolpGoxG/ljCSPLCGEkaKX/nKMh9fSVRoExWhq5zORhxKU5YWljg6LFjzC8tkYQhumnQbjRJk4RWrc5gNGLojxiNfOIoJpMppm5SbzZYWlhgaWEB21YaTph7XWQyY+T7DId9ZJbRrNepVCpYlkkmU6I4BMB1PFzXxbIsojgmDkKlneg6hq7jeor5FesPUc4wstxe+iu/9PM8/cQXqNRqfPf3/EN6wxGdbp+zT36MyB+hWxatQ0eRuk6igv8OCSGKPFTfKaX8DIAQ4n3AD+bk+udSyl96MZoKVL2J8W+RR4l7Hmmm8koZZqCSmOXan5SS0WikhAHTJI4iTMvCtCyQgmFuqzZMFcBnGBqVqofr5N5YQUS322M0HCrGPhySpSm2ZSCDhAxJliaMBj6j4YAsTfA8jygMWVhexrWV73rV83BtC8uyqVQq+P4Iz/PwHJd6o47j2MhMjtd5sjRl5PusrF7mwpnT2LZNs92mUlESsKYbmIZJraZcF9M0Jc4lT9s08TxFZzTlmTMYDMb2aSNP8qaj0hk4tsNCe56PfPD3uHjuDJphsHTfg2gyI440+usrZEmMZph4i/uVd52i4U+j8oxdN20zqcwXlYpHpVLFMIwZbW8gbYcjn4tAmLvZajIjTS0lAZommmFAbiq+FtzWDEF54FRwXIc0SwiCEN3Q8mC0bGyfi3PJ17Zt0DXCMMK0TDUhIhgOhypBlmUi0DDMEMMwmF+cIxz5O4Oq1ycYjUijjMFgQJwkGEJgmTpZlozt6cPRCH80JM1iKp4HSKqNFq1WE0PTcSs2WZbhWBa2bVHxKgSBYmDq5ajQqNfVYlJuypG5y1wYRWxsb3Lx3FmG/T5zrRaNVms8ueu5lFWtVpUfNoIkjHK3ORVP4bquigAVgiBQkddJnmBL0zQMTeOxN7+Ft3/ZO/lPv/wLKuCuNcefX/5j2kv7qO5b5tLJ5+lvrFFZ2Ecc9gAcYB8qU+3PAm8SQrSBHwbegBqSnxZC/LaUcvvF6GqXirEDVLwqlmlhGBZJEjMcZMhMjO26SaK8wAxdx4hzCWg4xLIsBr0eYRiiaRqVahVNCIIwpNFsInK3WssyMUyDpX2LbG+b7FteZnXlMhLGrrqFW2MUR1xeW0FkEtd1aS3Mo2kijzzVxufYlkm14mGbFpZl4Vo2GoIoX8sp6OuPBnQ31wl8n7m5OQ4dP47lOGQSDEOnWq1QqVTQDV0JKFmKaZlUqxVs11NaY0lqBJTtvTCX5ClMkBk11+X+1z/M0uFjfPbjfwq6gTAlfmcTq1bHnV/A31gjGnaoLC4DNNgpbXvdtFXtU+6gFa+Ka9sz2t5A2rbqDXqDAevd3pi2Qko0XYBlgmEiNf21aTLSNA3X9bAMCykVUQf9IZ6n9hVeNpZlIckrqyEJMrVYFTsOw/6AMFRStWnbuJZNkibEWcpCe44gCjFNA9u2cd2YiuvQH/Tp9+pU6w0qlQpyOFTVw+KEJCdSFEWsra+jSbWm4VVrIFRh+sINFiFIsgxdaNiWiWkohmDbtop2lJLRcIhpWWotA4gCn+7WJv3tbSzLojU/z9zSImgqPF83dDzPU1qDbRNFyh6ZIRWzqVawbYc092QoBlXBDMzc/Hb33feyvraau/0J6p7H2oXzPPz2d3K536eysMzaU5+nsnyQOBgCbEo1YsflT4F3AB+UUm4BCCE+CLwb+LUXo2s1V5NRJ6IZyuOrXqsTRRFRFDHyR7iOqkBlWRYyysBU0aqFhNnv93Fcd5zau1jAq1arjAYDmo0GfujT6/psbGwyN98iTVMOHDxIrVZjY32dM2fOcO7kKdbXVlXKYpUxjMFoxMrqCpVGE03TmTcMDN1DE4JarUISq4BHiXqJg1zarXjeOGOs7/usr65x7tQptra2ePDRx3j0sTdTb1RZ39ggihM8t4Jt2/i5A4NtOzieS6VSIYOxbd2ylXkwjlXAV5ZPcnHu5y7TBJlmLO3bR284RCvmBE0n7Pdo3XEPumnhLSyzffIZjIMuQJM9StteK22llFQrNQaDHlIIXNue0fYG0jZLY4SUuJaKzkbT0U0bTTcRhqr1omm5O/014LZmCErtUaqX66p1giiOCaMYJw8QS5KENEuxTAvf98dxAsPhkF6vpxax8oAUKaVasEkSGs0Gg+EA13EYDX10TWd7c5vFpXlM02T/AWUvPHDwAJcuXuTC+Qtsr60RDfq5RK8K6vSHffr9Ppubm7iVCobeo6Y3sU0V4t5q1POoYJXXxTRNlQ43jjF1Hc91SQspJo7p9wd0NzbY2lLXu/f+13P0juPEScTmdke5jVar2I5Dkud8KWIZHNfFcV0yKcly1VM3DCqVyjhKUqC8q4q4DLVOkKAD/mikMk6ORowskzSJ0U0TqVKDRCXSFOVPr1QW9arQNZ1arT65TdfzfDTKJVfkhc7TNMUwDLa2tnBcmyjuoGvKLFapVNB1Hd/3EUAYhuiGzlx7jjiOc+2oD0KZHhvNGlEuHAiUJFit17n3vntp1Oo8+dnPsLqxPl7oG/lDnnvhOZACTYCum4RRiKFp6JoKMDINnThJ6ff79HtqEqxVq8RRxOrKZc6dO8fG+gorq5dp15scOXyEwwcPUGs3WFxe4uL5S8T55KNpGo6nzICup9K4p7lpIEoSTE1DGAZx7mUWhiGjfKKSuZDij4akcYBr2eiajmVoBFFGlsTotsobpFk2WRKrQlFgXoGG10TbLJN5zECEEIJqpTqj7Q2mbcV2mKvVCKKQIMqUNqDlKSukpOq4bOv61ch0RdzWDEETqmZBkZ2z8BdO4pgQxoupdqoWiuM0xdA0HMfBMIyxbRLIQ+MNZSusVgn8QLmRpgmdrvKNTrOYlZUVJTXn/v77Dxyk0Why9OgxnnniSU4++wxbnQ5SSsyco585d4Y0y7BMK3e7s0hTO88vouqr6oaOqRnEqYofGA4GNJpNXNclSRJGgwGXL1/i4oXznDl9Ct8f8dDDD3Ho0GGOHjuKYZl0Ox3W1zdU0R9dJ05TldrbtnFctXAn8nYbhkEYx2rNxbIYjUZj/+fCHS5NEkASRiFh4CORGEKjWakSRGFBBW5EJv1yaVTHdalWahP7LUtNVkHoE0cJ1UqV4XCImZuWXNel3++PFyC9SoUkTWjUG2pMZBkLCwucPn0az1UpA+I4Zn6+RXtuTq2l5BNGv99Xi+15gNClixeAjFqtgmvZhMEIgcpXHycp5y6cZ+SPmF+6RLVaoz03R6PRwrZsEJKtzU5e3UulPj5z+jSDfp+TJ0/j+0O63Q2GowFVr0a7tYDjuMq059lkacbqygaZkFhGnsTQNLFtkzDKTYmFthfHueeJ6rMo90jx/REylURpxKDfIw4iqo7KzDtXrXO5o6w8+lhlEFO/bxxta/WGWv/KNXbPq85oe4NpW3OVm3kQRoq2mYpB1wTYlsF8vckl7dpiEW5vhqBparU+jkjSjDiKMUwT27KU+ST3oun1eqrYTRxjGkaeO0W5uIVRpHyAKxXW1tawc3NOt9sljiPqtSrtVgvP88aRw77vK1OUadLZ2iaOI9I0YW5hnq21FhcuXyLUVFbBKFaT67mLF5XkMRzSW+wp99JqFc9R6at1Xafb7TIKArWYNvIZjFQQ3Gg45IWTJ+l0uwR+n15vG8uwaLcXWZifp1qtYjo6rmcrT6reEJmbpwzDyAeZjWGozK3k0keSJOPo4yxJEEKQ5l4XURgRjHxkJgmCgMGwr0oAyoxmpUqv10M3VQyIrhbyrRJpivKnF1GmhfL2P9qLlrJUGrXdnpOVaokhCDBNld8+TVMQjNeGNCHwswwjd58Nomj8wpuGh5lngx0Mh2xubrJ/3z7m2nPUGjUcx84TIIqxGWIwGGDbNqPRiGqtzvrwEhXPI43CfGHRodsrirxAlqX0B33iOFap0OfmGQ2GdOu9PFo+wbJsZcarVpEio+J5+IMBjWqFcNTD91X2TdetoOuW0gh1DdM0aLWb+KNApUCxbFVHHEEcJ/RHo7ErdJZ74RRrSf5oSBwqRt7tbY/p2Ov1QCq3aV3TWGy18eOIy4ZJEkfopkUaR2iGWcSyxuxd2vaaaLtveb9EQBwlgKBSrc1oe4NpW7cdmtUqcZrixxFbvb4SRHWd+UaThUYT/WYxBCHELwBfB6xJKR/It7WBXweOAmeAb5FSbgtl4/kpbpDHgtA0JbmnKWmq8oOYhkGn08FzVRrcaqVClqZsd7sqkCpNcV0XYaicJfVqjVHgY1kqcrLX7WOZlgoL9zzqjeo47whAEAS4rksQBFSrVYaDAa16nY0wRCfDNDRc22Y4GqrgKqk0gigKOX/xIpvb29TPn6PRatNqt6k32riOQ5zE9Ht9HMfBy72G0iRhGIZsb22TRAm6zPBHQ6IoREqoVtvKlUwIDMPENE3m5+dUkJFMMU0b21YZWw1DI05SRkGgknwFymU2zs1lpqmTxilJHJPEMb4/oD/sk2Up3c42/X6P5f0HOHPyeV738GM8u7lOa3EJXQicZpvRxtpcTt9x+VMhxO8D/7sQopWT7KuAH3gxumqahlvxJrZVK9W86AkqDiLLVPGTNEUXytMkCiM811VZax0H13V57vnnyNKM+fl5FhcX2X9wP61WEy2PLREITMtUE5QQ4wmj0KKiKMEwTKI4oT0/x+LcHBvbW+OAxExmpAiyLEE3ChPGFv1enzhOqFQq1BsNdE1ThZwyVbqx4nnK7RKpTBAiodWcI0kgCqJ80jbwPJ3WXJONzW2ErpFlKUmi3IRNTSPMnQEkO9ku0zgmiRPiKGLoD3OX44ThYEgYhNh2MVlqLM/NEScx5+cWCDbXqS8fZLi5jttsq2JR0AHeO13a9lppW8QUuI6BoWsMBgMVTDqj7Q2jrW4oU7NKVRPjhyFBGFGveBycW2Cx1bqpXka/CPwb4JdL274f+JCU8v1CiO/Pf38f8DXcQI8FVUZPI0szLNtCkikPItMkzVJEqrG6vl4KV8/GQWGGYeD7I6IwZOSPGPT7LMzNceTIYSr1KiBzZpONk9uJ3NsnzgPWVH4QFUTlOg6Vikez1aJZq9LpdUkSZZdPkgiRCrUQlCbKyKKpReNg6BOEUb5A7o7dPpNcKvJcl2a9Ruz7XBzk2ojM8AwDz6uTpJIszfJJ36TRFPhBwGjkY1pWbhoThGGMnwemySzLPRNUoIvjOKRRymg0UBJNFPFff/PXOX/uLIEf8Ms//+84cfd93HHn3Xz205/g5AvP4VWq3P/oG7nc6ZA2WgAhU+VPpZRbQogfBz6Zk+zHikXIq0HkZr3xbyFwHY+RH6Bpan930M3TGShTYZZl1GtVMpTnVKXi0e/3qVWqtFttDh06iFur4dg2mq68VwzDJAoibEfZq828tGqWZSqIMI6xbIt+N8i9TFS+G0PX8bNMFRZSXB+Rqop6/X4vd9+VOLZLxXGR+QvcmpvDME0a7RaWplOp1dh36AAbm+tsb22xuLBMfzjcyR2lKsdQq1UZjQJ8PyJJVByIoes4lrJlp0lClqciUROhVEVYbBNjqMyHSW6CAPjUJz7K5sY6QeDza7/873ng4cc4fu/9PPXJj7GyuYZh2czfdY9yx4YucOpG0bawf5MJHMfG9VJce0bbG0VbXdexLTv3WHTx45jOcMB6t8tSq818q0XVq9w8hiCl/IgQ4ujU5m9gR538JZQq+X359hvmsaDrKueJYZikWZIHZGlj01AsY5WMDlSNZJRHwOL8Agh4+umnMQ2Do0eOsri0qNw33dw3P4wxTUMFyxgaURgr/33XHaeGKBhDmEcOJmlGvVGn2WjgbKwzytRgLgLFEpEgBfimhWH5ZFlKR3YBQcXzsHSDxDCIgiDPLZOq0HXLxjJNTN2k6lVJ0oS55jxZBoGvYiLIA/Isy6LRqBOEEVkmieOELH+xDE1Dc2yCIJxIZJYkiZJyUEwuikPe+ZVfrVJdhPE4wtq2bf7CX/xm3EoFXRhs9brEUhKplADnpJRv2GN8/ALwCy82jsrIsozhcDR1IQ1DV9pfu93EMDVMyyDwQ0xhkqYZmZQ0ahUiy+TSpUscXD7A/Y/cp14S2x5HwyLE2JmgUndJ0iwPSIxUuD+KzoHvkyYpSZaQJDFpltJstah6Lr1+b6LkaJwlpP4AXdPyBGICw9NxXJf9R49w5NhR3vDWN1Nv1LEdB9M0SOIEyzIZjZSP+fmzF7ANk1Sm9LoDMgmmaagoeMPGa7n4I58gr/ZnWSa6ZuBYJmEYMhiOVDR7EKCbKuWD63g5TbcKevDWL30nc3Nzqt6AYTLwA86vXCZ+5E3slRdZSrlnadtroa2Uku3tbVxHVUHrDwekiZzR9gbR1shL6oJKZlerVFhoKu+q+UYT13GuK6vtta4hLEkpL+ffV4Cl/PuVPBOuyWOh8DLq9/qgSaQUpEk6zi8uMpXVz7JsarUqw+EIDegNugyHPsePHaPRaDA3N4ftunnAiKbMK5GutIEoRjdUsjyZm2YKtRfIF7JVXVdN1xFCG0saaZpMFLYXUpAkKYMwQB8ZpHFMmqgqUTiuqpqUJOimwcEjhzFti9ZcW6XOXlnhjdrb6A/6XLp4Eb87IpVpLm3ltQuQIAXVqkcY1Oj31VpHUcTHNk2Elqf7SFNiCYkWj2McNF3Hcz2iKMSxHGSWEQXRuKD5OJOrpmGbFo16nXl/RG802pM+1wU5OTFFcajqYjsOw9EIy7SIIpWg0HEcdKERxxFr62ssLx/k9Q8sU6vXqVarIJTPt+1YBH5ElhpoQqLrmlpP0nWiMCTIa1tkWYauW0RRD8uy8ByXjSTLXfhM2q0Wl9fWdrUxy1KGoyGu5VB1Ktz7+tfxFV//tdxx95006g0qFRV8NRz5oAnciocG2K7Edh1aC3MMul0cR01YfhQw9DOGvRHVShUZJnS3RyTpgCSRtOfnVNRvXq3Pcz2Vy6aiyqZuS4msq2Aw2zLzcrCmikHRNDIJcZpgmwbtep3haHjNefJfKgRgmZYyk6YxMpMz2t4C2iZJTKNWRQhIriOr7XUvKksppRDXUdV5CmWPhUqlqiqbpSn+cJi7sAm1Sh9E4yAYM3eNtG2TYb9PGIYcPXqUg4cOgRCYpoFl2cRxjONU0XUDy1YmI1WnW2BZOv4oII5T4jjF9Tx63S5aHv8AylMJTVBvNKlXK3S6nYk0sxJJloZko1TVP0YghEpLXUgbd957Dyfuu4ejx46g6aoYd1Fmr0jHEUURq5dXSZIUGSf4QQA9cJMUw9AJRgEiESzMtfFHQ8IkIQwiDE3HsAx0dFzHIggj/JFKphVHEWkm0QwD23aIo5Q0S9CNYKxNGIahbKWAJMU0dBqVKnNTLqLXC13TadYbE9uCPJLaMi2EITB0A9d28YOQVkN5m6xvbHD4juMsLapqWzn5SdKYLJN4FQ/TUppUFCVANvbwyhKJYepEYYRlmXliQJfRYEivP1AMP1aJCuvVGoZhkMTRRBsNw8azKzRac7zlLW/jm7/jr7J8YD+WZeK6DqZhohuCRqOmbMKZ8icPwhA/DAlHoRJktIgkVv7lpmVQm2tAmhJmCQkqQePK6gadbo9jx49hWiZJoiqFGZqGnlcLhBb1Wm2c7dc0lDeZ53kYholhmOhCI5MZtWqFpVb7htJxTwiRr2tpdDe7tJoN5TEzo+1NpW2aJniOjamboIlbHqm8KoRYzhefloG1fPtFbqDHwvz8gtS0vJpZGqs6qaZFGEZouqYCWyQEYYBMY4Smc+TIMZqNBnaeukF5sBhYlqqTEMcxpm3k+dbV5JTkLmqBr+yNQmj5RG6OYwd0TSNKUtA0dEOn1Wxy/vJl2CMTaJal+P4I17Sp2DZ33Xcvb/+qd3H36+5jcX4By7KwHYuRHxAGAULXMDQDmWWkWYbruuw7uIwmBMPhCMs0CcOAUaCS8o16IypeheFgxOrlLRaW6jz31FPccddduEIt1hq6Tq1SwXMcgkC5mKZpSqffgyxDoBGnoTJV5blP7DxrKkCSqZoFNc+jXb+xDEGl5wgmtmm6ztAfKndUoSQ/gcA0NLq9HkeOHuaOO+8gk2keTyFAqJKEItWwbZUdU0oIw0DFYqQyFx5UjijTtEHEitFKNcl0ujveGGEY4vshhqkky6A0aeiayeL8fiqOzd/9R/+Qe19/Hwtzc1QrLoalvLFIU6JYVeEydVN51EQhnm3TqFYZOEM21jfZWlmnWq/huMq8FwVxHrWb4NZcGgfmqc+pKPokTRCRehbD1AFJEquU5KZhIGWKZdkszC9SrVaIohjfD4hjtdCqa0r6NjSderV6Q+m4FzRNQ9dNkiTGsZ08HkGb0fYm07bmVceZDAzz1qeu+G3gfcD787//rbT9e26Ux4KmaWxtbdNsNPNFZeVq6bkVgiCgXlUDzItdBv6Q1z1wv/LgMW2iOFZpcBNVz8CruqR5LYXAD4nCmCQVeU4dVbVIz21+tq28hgzDws81kSLQRtOVSaVaqWKbFlGa7Gq3abk4lku90eLhR97AX/nOb+PAoYMYhk6tqsLYLdPEc20QTZWnXiqJIwwjhqMRQRASBgHVepUwjHKJPsM0derzDWSakUYpwhaMgogLl1bQLIdWq8Hy8rKKo4gz4jhRuYJclzAMaTebWIZBo9HAstXClK4bRFGI61VyScgch+ZrtqBZq+16xuuBJgSOa09sKyJCPc9DZim9QR/N1bEch4MHDiI0QRD643KLUgpM00LmXlTdXk8VFgpV5LrvB0iZMuhrCE2lKYjCPghJmpBLmjGNRpNBp0cnTRkNh7lrpMCzHbb63VL7JBXH4q//nf+Ft7/zbRi2jZ6lpEnGcNgFKVXa5ywjCHwEOoapk8oMENS0ChXXJW7VyNKE9bUNmu2mStmepzWXgO3ajIYqyZlmGngVj16vq6J1I5mnQRBYmEQyg0hpwGoCcPFcD13T8f1g7HosURKjbVvcbBRBh0kSEadqrS/Lbd8z2t5M2iqXVkleROcaY4deitvpr6Gk+3khxAWUt9D7gd8QQnwXcBb4lvzwD6BcTm+Ix0KROlYAum4o1U+AZZhgZwwGPeYW5lg+tj+XclE51W0X3VAr9zoalmMRR4lKgxuGpGlCnGRkmYbhGYRRhMwkpmGN01RnhYtZ1WPY7+P7KueRcumM0DSDqlehH0za1227wnxrEdsy+Bt/53/l4cceod1uU/UcXM9D6EJN5nFMJlXFNUNT2kuWq331agU/CNna2qS7vq2SftmKgYxGvpI6hCBOEqr1Cpom+Iqv+QqGgxEyU8nxKppKp63rGno+UJJUVYmzLJM0TahX67iOS71eJ4pUwFqSpGPGm8UpUqa4trMHda4DQozXaNRPgWXZ6JpKTZ5mCe2mSg1erdVU0sG84pdflCHUBWkak0lBEmd5UrMRYRjS6SgPMMuySOIEocH6xgb1SgXbdUnzmBZQAXH1Vpvt7raSPHMvEadUkhTUq/YX/tI382Vf/vY8CWLKoNvPhZYtzpw+w+raCrqmkiZubGxSqVS47/572bdvH8HIx/VcBILWfBMpYXOrgz8c0Zprj5M1RkGIMC06nQ62bY/LsXq2repVpH10Xcu9eVQqhyAM0IQOaCoBo6ljZQaDfkQYKZOgJuDmV0OAJFXJ5aqVCrVKDYnykJvR9ubSNpESDak0KNO85lDSl+Jl9J4r7HrXHsdK4IZ5LAghlP3OtrCFjuPYrG+sI+QAKSSHDh6iWq0q84+ujUPBA99X+VNyt1E/UOqZuqZGEIaq41PJaHMIyJxACYapPI4s02Tk+7RabRW2LlUSqWF/oFxVDR3P2T1RmqbF4sI8f+EvfRNf/tVfDkKj6tpoQmPQH5AmqSoSoqvoyihJsAwLTWiESYCUGlXPo+LapI0ahiY4f+4ytruzCFx4FWm6Pl500nIPjEarSZqm+L6v/LFNg4pXIU1SbMsizVL0TCMM1OK80LTC/ZB+b0AQqORdGqoyU4bAMK69AtNekFKOI0sL2KbF1vY2SMndJ+5CCkiTlF6vh2HqecZbJQ0VSdGGQ5UPZzgckmYpcRRjuxZxGDEYqsjsuXYbfzhS6yhhhOsFWJZNFEU4tiq21Gg22b98gNXVFUbdnsouadk4posfBxi6wTf95ffwnu/4VpVGwQ8IfJ+nn3qGj3/845y/cI6N9XUuX7wACFyvwnDQR9N07n/d63njG9/II488wr79+3BdhyiOVdJD16bfUYXZHdtmOFTpzbfCLeIwYn19jXZ7Dss06fZ71OtNNre2qFWqxFmCqavsvUmckMkYZJ7wMYnH0fYqNcRmXpjJuRFB51eFk+cLW1lZodVqEMURru3MaHsLaNvvdvMsAJVrpvNtHamscqm7uK4qK9ntblPxXA4dPEy1XkOg6hqr+qSxCtrQdYQmQaakKSSJJElUMe8wDBEIev0+QhOYuo6m6xi6Rq/fxdJMTCdPsCXUwHQch1q9QRLFbHW2lGdR7jtt2/ZEfQKANPb5sq/6Cr7i3e/CMkxM26Df7av1iCxjc3OLjY0NkiTGNC3iKGIwGFCr1dh/YB+u65ElsUqqJ8H2HPYtL7K+tsWWr1JmuK5LHMekYajiJGTGaKg0mE6ni2WZ9AZ9KrbDYOgjM+XCm2ZKzUziFCs3iwkhyPL9ZmmdRdWakOjceMlSaXyTuVaee+F5Tpw4QaNaJ01jhKGRSIFjmOM+LuJLiliO0XBAt9vDNHSGwyFB4BMnSe61UWFjY5Vep8PSvn1kWUa302HQ7zO/MIdmmATBiCSOqdZqLCzt474HXsezQnDhzKk8Cl5nYeEQX/t1X8d3ftd7iYKQtbU1Hn/8CU6dPM3J06d5+umn6G6sIxBomiBJYra3NnIvFsnHP/onPPvMUzz77DM88sij3HPP3SB3TGTzC3NcunSJQW77NS2TNEnp97oITWN9fUO5GQc+QRDlKQ0SNEsnjGJMIcbCTSZT0ixFZioaOAhVHQDLstje3sb3R9xsjiClZG6uie2aPPvss8zNz89oewto2+/1VEYDwySMgnHcwsvFbc0QQBW7Xl1dRUNw4MABXM8FVHUwXdeQuX288NEtimz4owDD0EnTTJXCS2Is2x7nON/a3kbLF1J1TSPNMgLpY8Y2hm7mQS6K8HNz88RxzKK/yNrKCuRunJZl45ouo3CEzANK3v1138y3vOevYFomw+GArJextrrGxQsXOHf+HJcvXebUqdN0u9t4nsoXv7G+TqVa5eGHH+ahhx7i8OHD1Oo1KrUKCIlbdVk2Fzl76hzb2x20xYVxumuZZQz6EUmcMPJHaLqObVlouk6v18eteGxtb+HYjrIvpoyrzkVhrCKhc4ldRU3m0odpst3ZApliWPbVSPSyEcUxFy9eHP+WUrJvcRFDEwSBr9ZY0JFS0TnO03RIXSOLVHyIAAI/4NKli7Tn5vNMlpIwCBl0e8h2Rqvd5tLFiwRBwP6DB0gS9SJFFyMOHTlCnCYITaismo7D8eMnaLXmOXvgMH/yoT+g0Wjw7X/zb/LVX/uVvPD8C3zsox/l9LmznD93lo31NYIownOr3HXvfczPLTLfbrO1tcG5c2fY2thgMOyTRCHrKxf54B/8Lp/65Cf5sne8k7e+5S04rkuz2cR1HVqtFhcuXKDiVel3ejiOQ6VSYTAYEscR62trVCoVtvrbGLqGzDLiQYyh6Wi2RxCFSFQQoi40kiQlTSRB5OdlLGVe67h3Q+m4F7I8zUIYBBw6cIDnTp68Mm3jiDh+EdrOz5MmV6ftgWuhbb3Bt/+tv8m7XzO07edJLCOEJl6bDEFmGZdWLjHXbrO8tA/XcQlzbyK1oKKpWgaajm1b4wpMSZIQRSHg0O936fV7VKs11jfX0DSN9fVN2u0mw+GAbrcDCGr1Oo5l4Y9GZGmG7brUqlUGw6HKpthoYuoa65vrXDh1iiTL1MSr6Vi2h2FafPXXfB3/4Hv/Po5jMxgMWV1ZZX1tnaeefpqPfezjnD1zitD38f0Raay8LzRdV9WdNI3z58/x+ONf4K1vfRsPP/wwBw7sV7bV3CPHdizq9Rrbm5t4lYqygQpJlqncTEkcITQdX/dp1OoMhgMSKRkNB1BTJiAhJWkaY+gq7F1mcb4Yl+S1WfNAO5lhmSbb233kyL+hdDVNk/379+/QWUqa9TqmoXJUhWGoIjSTjIhQ5VjSdaTQGQ56VCouj3/hSV547im+9T3v5QtPfp7BcMDa5Ut8+Ve+m2F/mzSRrK9vce9ddxEkIR/+n3/IN/2lb6XRcLEdl89//gucOXOehx96iLl2Q+WICnyq1SrN1hx33/cAywcO86a3vJnuVpcnn3yST37qU5y+dJHh2iqZTPGaczxw3wPcd989SCmpWDZ3nTjOvXffxdnTp/n0459n/fJlJJLIH7HqX+Spp57i/vvvp4FyZy7sy7ZtjbPzDocD0iyj0+lQqdeoVapsbW7iVjzSLGFtfR3TtgiGI5r1BpkMcSpNLNtm2NtGZoI0AS2XVouo+6KO8c2FcsBQiesktVqNer0+jn9IkwTynD6FUKOKx2TjEpjDwRB/OMA0TFqtJv5oxOc++zne+Oa3kMURzVaDP/mTP2Xf0jLzC3Nsd7bodvq05+Y4fOgwQhdsbW+jGwbLi8tKMs8yarUa7fkF6o0mS4nk/tfdT5pmXLp0iWeeeYbTFy+yvXqZMPDRbZulxX3ce89d1Ot1GtUay8uL1KoVTp08yZlzZ/CHAyQQ+SM24lXOnz+PHyhPxaLgj5Znq4tjte4RRapWS5Q7qRiGSTAq5q2IUcfHcmxG0QirZRHGIwzTVdpRnm8tTTOyJEWa2jjGiHw8FRrXa5IhJElCvVqhXqsSR6EqdqELYkFepk7mHZCOzTbDwRDD0FlbW0NoKiJQAGurKziOQ5Zm6CLjheeep9Vq4VU94iRme2sLy7RwHJtavcqg1ycIQkzdwMvL3Om6zv0PPEiz0eT5p59i9cIFLNOkXpvjW77t2/mqr/4Kettdnn3qGc6cPcszzzzNuXPnWd/cUqkEBn1M02ZubgmyhF6vRxT5ysMoTdhcvURnc40LF8/zmc98hgceeIDXve514yRfnuexsDhPcC5gY2MDL/cc8ryKKpARC6IwIIxjwjBA1w2C7W1A0h8MyKTykrBtCyF1TFMVBEnyZGMyQ9WRjkOSVBUxr1arXLxw4YbSVb0IO0NPrfXkgYi5Og7kA3sndblmaON0A0EQ0O10qFaq9Pu9PDWCWh9SDFeqftEEYRjQ7/dotds4tipLGIbKVmzZVp5RM486FyoAUHm8RHlqktxMOF6YVO1VKZJNlco4T3ui4l7MsflyEkqaK17WcpS7JrTxbyllXtNaPbuu76zhFJN7mqZjEyBaNg6mVGkd8ncjdz0sHDNuPjMo0pA4hFFIt9MjjmPOnz/PXXffhYaGbpikuSnSKuqACJWYrUhpb1s2SZohcy03iRPuuutu1tdXyZKEs2fPcuedJxiNhvSHAzTdYnFxCcs22dxax3JcGrU6tVod0zSJo5gg8Ll44TzPPvkEGysrnDp/nv/4//tlvutv/Q0effRR2u0WZ86e4emnn+bMmbNsbm9z5uwpzp45Sb3WoFat0ets0+lu5pkM1CSsGwZL+w9xxx138ra3vZ1Ws4mRV0Or1+tcvHAJw1ABZXES4Xou3Y6y9Y8CH9O2xnSzrSpLCxWiRHlaWZqBZmromsDUqyRRjG05ICNVP6HIbJwnuXQcR+UtM0yVKfoacFszBE3TqNdqRKHyArIQOIYyX8RRhETVU86kZGtra5yiASCNIvrDIUv7l9XvNMUPAoQUzLXbNNstTp86zdbWJgtLiziOycb6Bpal0tYeOnqYy5dXkJlKnNdqNDEti/nFRWq1Oq32Ah/7yIfp9Pq882u+jr/4TV/PxsoaH/mzP+HPP/EJVjc32Vq5jO8PkZrG4vx+HnnoYebabVrNFrZpsL6xzrmzZ7l48SJr66tEYUCaxKxcOMfGymXOnDmDpmncc++9JGmKlaexrtZUUFxRC6Hb6WBYKo98t+uTkWFqOrFUhbyjOELQxXU9JEkemBPTHfi0W20Gvo9jmkRJqPLZhwESSPNU3UVg3gwzvBg0TcMybTa2thgGPsvLy3S2t1nf2GJxfgHXdkhkpnz5c5dJCdiWtVMsR0qaSYJpOgyGfXq9HtVGg16vg2bbzC8sEQQjHEfV/qjXqxi5d45t21iOg2u7gBI8ep1tnn3uaZ5/8il6nS2yRCV4/Mgf/SFnTp/kh3/8R3nr276EBx9+kMcee4zLl1f4whce56Mf/TNWLl2g29lk9fJ55YZtqHU2TdNoLezjxIkTvPOdX87rH3w9c+22qmGQqfxjG+ubBFHE/MICSZbg6h7+0Md2bLr9Pp7n0ag38IMRtVqNwaCPqRtYdu78AdiYhEGMbeloiDzgTcexXISAXq+Hpus05+YIggDHcXBs55bHIdwSbG5uDN7//h9/9pVux4vhmZ95lp/9mf/jqsdcOvc8l849Pw9svOgFpSSJI86ffo6f+al/fYNaed048ko3YIbbH0macursWTRN4+D+g4yCEcvLBwjCiLPnL5BmklariZQSy7RUoFoerV9kaJVS4nlVhAZNo0m1UiWKIuoHDtEfDLAsSwWcGqaKB0gzTF3Dcl2VFiPPEFqpVtna2mLl8iXOnj6NzLOrRnFMnEREacQLzz3OD3zv9/Jvf/7fs7y8yKGjRzhw6CCHDh7iwde/jnPnznHmzFnOnj2Npul4XoXNzU0sy+Kxxx7j0UcfZf/+5XEwWp06MoVLFy6zvd1hYd+SWhfJVOZmu27SlYxT6YRhSNWrUKnVcB0Ly7TIslS56uoa29tdPM8jjiOkoYI6pVTZD/xgNA6S1QyVKifJYy1ek15GwLN7JVR7tUII8anX0vPMMMM00jSlPTeHJgT9YU8FSKaqwuGBAweIopAzZ09z7PBxlUhOCOIoRkiwHSXlK5Obg2HoJIlkOBqytLRIp9OlUqnSHw6oVqvK+0eHNEuxDROp8mujOWqNcTQa0e90WF9fU+YzKfPCMgFRqiKVJXDh/Cn+xQ/9CD/4L36Mw4cOYbs2rm1z190nCIKA7e1tRqOhquWepgyGIzzPZXFxHsMwcV0P27YY+Cr19tnT5xG6zuLyPuX1mGtBpmUgpMAPQ0zTpF6v0eluU69UGfkhrWYLXVcLx/7IJ4kzbNtCZgAi1xwSwlC5ngo0apUGSRarDAeehy4M5VV5jdZBcSvsiteK19oE+lp7nmuFEGIdGPJStKXbDy9Ny7v9cKV2H5FSLtyomwgh+sBtr9XvgVcrXWHvtl8TXW93DWGG1yCklAuvVuY4a/eL4lWp1b9a6Qo3tu03NgT1xuPnXukG3GC81p5nhhlmeA3htmYIeebT1wxea88zwwwzvLZwWzOEGV7TeLUyx1m7b4/73Gi8WtsNN7Dtt+2ishDi3cBPATrwH6SU73+Fm7QLQohfAL4OWJNSPpBvawO/DhwFzgDfIqXczgvU/xQqG+wI+E4p5Wfyc94H/GB+2X8upfylW/kcM8wwwwxwm2oIQggd+Bnga4D7gPcIIe57ZVu1J34RVRu6jO8HPiSlPAF8KP8N6llO5J/vBn4Wxgzkh1H1I94I/HCpbsQMM8wwwy3DbckQUBPjC1LKU1LKCPjPwDe8wm3aBSnlR4Dpug7fABQS/i8B31ja/stS4eNAM68299XAB6WUW1LKbeCD7GYyrxkIId4thHhWCPGCEOL7X/yMmw8hxC8IIdaEEE+UtrWFEB8UQjyf/23l24UQ4qfz9n9BCPFI6Zz35cc/n2t9N7vdh4QQHxZCPCWEeFII8f94pdo+o+sNbfcrR1cp5W33Af4yykxU/P4O4N+80u26QluPAk+UfndK30XxG/jvwNtK+z4EvAH4XuAHS9t/CPjeV/q5blJf6cBJ4DhgAZ8H7rsN2vWlwCNTdPwJ4Pvz798P/Mv8+9cCv5vT9s3AJ/LtbeBU/reVf2/d5HYvA4/k32vAcyiN+pa2fUbX1w5db1cN4TUBqahyey7SvDK4LTU/+SrV9KSUl2W+DiWl7ANPAwdegbbP6Hpj2/2K0fV2ZQgXgUOl3wfzba8GrObEIP+7lm+/0jO9mp/15eIAcL70+0K+7XbEkpTycv59BVjKv1/pGV7RZxNCHAUeBj7BrW/7jK43CbearrcrQ/gkcEIIcUwIYQHfCvz2K9yml4rfBgpb3fuA/1ba/t7c3vdmoJsT9/eBrxJCtHKb4Ffl22a4TXC7a3pCiCrwm8A/kFJOVMG53dv+SuJ275tXgq63JUOQUibA96AmxqeB35BSPvnKtmo3hBC/BnwMuFsIcUEI8V3A+4GvFEI8D3xF/hvgAygb3gvAvwf+DoCUcgv4cRQT/CTwY/m21yJeTdrQq0LTE0KYqEnjV6WU/yXffKvbPqPrDcYrRtdbtcAz+8w+qNxZp4Bj7Cw+3v9Ktytv21EmFx//FZMLeD+Rf/8LTC7g/Xm+vQ2cRi3etfLv7ZvcZgH8MvCTU9tvadtndH3t0PUVJ9js88X1QXlEPIfySvlnr3R78jb9GnAZiFF21u8C5lCeYM8Df1i8SPlL9zN5+x8H3lC6zt9AaYAvAH/9FrT7bSizwReAz+Wfr30l2j6j62uDrrdtpPIMM8wwwwy3FrflGsIMM8wwwwy3HjOGMMMMM8wwAzBjCDPMMMMMM+SYMYQZZphhhhmAGUOYYYYZZpghx4whzDDDDDPMAMwYwgwzzDDDDDlmDGGGGWaYYQZgxhBmmGGGGWbIMWMIM8wwwwwzADOGMMMMM8wwQ44ZQ5hhhhlmmAGYMYQZZphhhhlyzBjCDDPMMMMMwIwhzDDDDDPMkGPGEGaYYYYZZgBmDGGGGWaYYYYcM4YwwwwzzDADMGMIM8wwwwwz5JgxhBlmmGGGGYAZQ5hhhhlmmCHHjCHMMMMMM8wAzBjCDDPMMMMMOWYMYYYvSgghfkAI8btT256/wrZvFUJIIcRQCDEQQlwUQvyfQgh96thjQohMCPGze9zvRc+fYRJCiG8TQnwq77PLQojfFUK8Ld93nxDit4UQXSFEXwjxYSHEW0rnHs37/ANT1/wVIcSPlH7/UyHE6fweF4QQv55vfzLfNhBCpEKIoPT7n+bHvBi9HxdCaKVt/1wI8YtCiLeXrjXMjx2UPodveGe+VEgpX/Uf4AzgAwNgBfhFoJrv+0UgyvcVn8/n+44C8gr7vhP40yvc74+AYOq83yntrwM/CZzL953Mf89PnZOV2j0A/tpVnvEB4PeBDUW2XfvbwG8BQ+As8G2lfcvAbwOX8uc9+krT7JX+AG8FuoBe6qMz+fgpb5PA/vzvnfn2O4GLwN+auuYPA5vAFmBP7Suff09+n//lle6H2/UD/CNgDfhmoAKYwNcD/wq4A9gG/kU+7mvA38/foS/Jzy/e7U3gLaXr/grwI/n39wFPA3fkv/cB371HW/4I+Jt7bH8xem9OvYf/HPjFqeOKdhqvdJ9LKV9TGsLXSymrwEPAw8APlPb9hJSyWvo8OHVu8yr7roTvmbrm1wMIISzgQ8D9wLtRzOFLUIPjjeVzUAzj60vbfvUq94uB3wC+6wr7fwbF+JaAvwb8rBDi/nxfBvwe8Jde4rN9MeCTqEnmofz324EPA89ObTsppbxUPlFK+QLwZ6XjEEII4L3AD6Jo9fVXurGU8hngT1BMfoYpCCEawI8Bf1dK+V+klEMpZSyl/B0p5T8GfgT4mJTyn0kpt6SUfSnlTwP/EfiXU5f7CRTj2AuPAb8vpTwJIKVckVL+3Ets40uh908APyqEMF7KNW8HvJYYAqCIipKkH3qFmvBe4DDwTVLKp6SUmZRyTUr541LKD7zYyVeClPJZKeXPA09O7xNCVFCT/Q9JKQdSyj9FaQTfkZ+7KqX8t6hJcAZAShkBnwC+NN/0pahJ+k+ntn3k/27vzaMsS+76zk/E3d+aL9fKWrqrl+q9W1K3JIQ2JISMEAxg48FmxkZgsXkwY3uOF5kBMxg8MB7POTbHyzHGzIDBMHAwBuawSqzaQGtLrd679iUr17ffPWL+iHvfe5mV1Vu9rM5uve+pV/le3C1ufCPi94tf/OIXe68VQtyDERbPTiS/HTgO/DJGcH/ges8WQtxXXP+5G3qJ1y6+EvAxI9798F7gV/dJ/xXgbUKIYCLt3wF3CSG+Zp/zPwl8uxDiHwoh3vgSTXgvhu//CnQx1oZXBV5zAkEIcRz4OnY31puJrwF+V2vdv4nPvAvItNZPT6Q9ihmlzHB9/Anjzv8dGIHwZ3vS/mTi/M8KIQYYM8MfYzqbEh8AfkdrvQP8F+B9QojlPc/7rBBiB/gt4GeA/3t6r/KawgKwqbXOrnN8EbiyT/oVTJ82P5EWYkYIP773ZK31LwA/AHwthud1IcQ/fpF5fDF8a+CHgR8uLAeHHq8lgfDfhBA94ALG9vgjE8f+gRCiPfH5uT3Xbk4c+wcv8nk/teeeP1akL7B/ZT1I1DCayCQ6GNvqDNfHnwJvF0LMA0ta62eAjwNvLdIeYPcI4WFMWf814Cswtm0KjfS/B34RQGv9CYw58H/Y87yHtdYtrfUdWusf0lqrg3u1VzW2gMXnMbVsYuZ39mIVYx7d2ZP+M8CKEOIas47W+he11l8DzAHfB/yYEOJrny9zL4FvCqvAReB7n++ehwWvJYHwzVrrOvAuzKTd4sSxf6m1npv47B3eLU4c+5cv8nn/8557/nCRvsX+lfUg0cfMVUyiAfRucj5ebfgE0AS+GzMngNa6i5l8/27gstb6zOQF2uBXimv/aZH8lzHl/e+EEGtCiDXgGM9jNprhefEJIAa++TrHP4zpkPfiWzFzC8PJxMI8+KPAjwFivxsWcxS/CnyBF57beal8/6/ADwKVF7jvK47XkkAAQGv9JxjPohfbsU8bHwa+trDr3yw8DdhCiFMTaa9jn/mGGcbQWofApzEeLX82ceijRdo18wcT+Engu4UQRzAdwc8CD2Lmrl6P8WJ6nRDiwaln/DUOrXUHI2z/rRDim4UQFSGEI4T4OiHEv8B07m8VQvxzIcS8EKIuhPgBzPzd9Uw+/xkzL/G+MkEI8R1CiK8vrpdCiK/DmFn//AWy+JL41lr/MfAYrwIF4TUnEAr8K+C9QogX6zF0PQghhD/5eRHX/GeM2erXhBD3FBVtofB3fv+NZKR4vlv89oUQHoDWeoCZwPpnQoiqEOJtwDcVeSmv9wGv+Om9yHf5csCfAMsYIVDiz4q06woErfUXi+M/AbwH+FeFl0r5+QzGs+vQdwKHEVrr/wsjlH8I2MC0qb8D/LfCtPd2jNJzFmOi/Rbga7XWH7vO/XKMkJmcX+hiNPfzQBvjFfS3C6eMfSGEOMbL4/uH9jz7UEJo4wv7qoYQ4izGT/jDE2n/HtOoexjbXjJxSaS1XhRCnATOAM7eCSwhxHew/6SfgxkFvAWYvOYprfUjxbVNjBbzLUALuAr8BvDPtdZbz5fv53nHMq+TOKe1Plkcn8doLe/FmK0+pLX+LxPXX0O01nrf4fMMM8zw5YnXhECYYYYZZpjhxnHTTUZCiPcJIZ4SQjwrhPjQzX7+DAeDGa+vTcx4/fLCTRUIxcKPf4tZJ3Af8G3FIp0ZAGFitfT3+fzgK52358OM19cmZrx++eFmL6l+M/Cs1vo0gBDilzGTn4/f5HwcSmitv+6VzsPLxIzX1yZmvH6Z4WabjI5hvAVKXCzSZnh1Y8braxMzXr/McOiCLgkhvgf4HgAh5SOuV3hKTk5+C+McI573u/lPjH/sPl78FrsvGF+351llqhZ7V7aMr3u5Ljuj2IjjX+ye69898a+1Royu07vSJ35M3LL8rscP0+O7jq6bvIbdZRoNh5ta66WX9mYT95rg1XHcRxYWF8nzvDyGEAKtNFme4zoOlm0hhEBKueucyTwppRGijNgLWiuEECi1+68QwpRZcb/yWQDSssizjDRNCMMQlecolZOlGXGSUJaI63rccuutOI5dPEuTpSlxkpCMPjFgnpFlGVIIKtUq1UoVx3WwLImQclTwaZKSpAm245iy14zqUVk2UloorUCDZUmU0kg5fh+KcwViImqlQgMqVyitUEqN+JRSkhX3dh2Xy5cv3hCve7kFHrmRe80wPbwcL8KbLRAuAScmfh8v0kYoog3+NEBQqehb77oLpdSoopcNTgiJlOb75KfsACaPaSmQ0gKx9xyJsCbSpDRCYvIjJQgLIUCI3cd3fS+6aPNbGpEiwLR+YTrgsuMVZac/7pi1VpRRc8sODqWB8btrrRBao7RGF2VSlk3RS43SRmWWl9+LziHPEUqjcnM8V6roBNWu64QQWJZlykZKHvvUp85Ni9ejR4/r7/yu76PX79Fut7FsmyyOqVRrrCwu0ZprkWk1EgyWbYEQuI6DlBLXddFa0+l0cByPfr9Pt9ehVq3R6baxhEWlWicM++Y9gWqthi0lucrxfR/X9wk8H5DYtk233eapp5/gmS99iW57m95Om2fPXyADTp68gx/5sR/lnvtOMegPuHTpMlcuX+HRL3yRj3/i4/QuXyJJUuIwQmsjZJTKEYBfa7Jy7ARf/dXv4aHXPcTiwgLDYTgq6yiM6fS6VCo1cpUhbYtwEBKHIZ1eD9/zaTYbhFGI5wcMej3q1RrCFuS5whKmfsVRirSMkEmzjCxNGQxChIDNrQ0GwyFzzSbtnR0WFhY5unIE3w/4e3/v+26I173c7ufePMOrBzdbIHwKOCWEuA1Tsf46+8T/mETZiZqOTiMLjVCIUiu8Jkb5SHMC09lKDUJr0xGPOmVzjlYaLXShNSojAIrrhFE/QeSgBXo0ctCAHJ8zStudZ4orNGXe9N5TJ44VGi5FXrU2cmRyYFTee593LkcLk2nsbZpaI69TZmW+y0/5XuVo5AXwknjVWhHFEVppfN9n/eoaru1y6y23AJowjrAdizQHaUuUUkjLIk1TbNtmOByilaK90yaKIxzXQeU5nU6bNE2JspCNjXVWjhwhjiNsx6Hb7eLYNq7rMOj3yPKccBhSr5lwT5Vajfvuf5Bmc46nHn+Mp/uPYTsOb3v7u/mu7/lOKtUKH/uzj3Pm7BmeePJJzp09x9bODr1OBwm0Wks0bqnTae+w094ijRW5ytlev8Jntta5cOE8t99+J+94xzu47eRJbMehVquxuLRAHCdsbm5QCSqkaYzresRxjO96DMMhSudYls1gsIVlSdIsI4ljtAZXOmQqQ1qCNM5I0wytNWmaEyUhljACtNfrceXyZRbnF6hVApIkRr2wy/lLbq8zvLpxUwWC1joTQvwdTHhqC/hZrfULhlcYdfRaoYUcdXyTHf/1rjOCQKDQpgsfdaDFhhCTHZ+Y6IELMwNiPNFiFjuK0UeD6awmzBqjjl8IhDYmpskYZnvXfVzTMe/ppEd5Q6NHowU9EhqSCSGx9/6Tnf0+AmuvMChRlqtSCsuy9tqv9ivnl8RrkqZcuXqFPMsZhkN63S5Hjxzh/IXzWLaN53l4rgfSjPQQAs/1zPup3JRElpMmKTudNqvHjpGlKefOnuPEyZOgFEtHVvjSk49TrVRpzjXJ84ydnQ5BpcLy0jLKlmxtbSOkoFmfww9MxGS/XufEXfew3evizbV49/veQzca8hef+yyf++xnubq1Sb+9QxLH2J7DvQ8+xLFjR6lVq1SLDv3q1atcXVtjY2uDJIoL5nJOnzuNE/goKfB9v/h4ZFnG+sY6juMiEOQqx7Ytet0eecGtwERty1VGnuZIx0ZnGfVanSSLkMImjiN8zyMKI/Jc0Rv0sKQkTRK6nS5aK6rVgEtXYqSUOI4zVV73gxCCoFqdMM/u/lvWNTPiHhtrhSjNs7uPT5qBd5uDi7TJ76LUiXabGsfXXpPb0fXPZ7KFyeN7jpWjfEwPMW5rxcGJ68Z629iUa7qPsYlXF8qsLtMm/058Hw4GaHXjsRIP9cK0oFLRt5w6NTZ/qHyX2WevuWh3emHOsSSWkFCYmUamIKv4LSVCimtMSXrSrCTB1FYTLr00CzFxzaRwKk1I4wp7rSY+iV2a+Z7Oemwu0qBzM6IpTEajcgFQY2ExMiOpCfMRxjRErtBKkU+YjMzvfJfJaG+5PvbpT39Ga/3GafBaqVb17ffeu+eZqjAD7v8BChPW2JQnCx4RElma8yzzveRYSjnqDKS0QI75EhLMf5M8jrm/htsJI3858istgnv5NJRMmPNG1+/mHK0ANTLh6QkeR+coPZoL2JdXpRB5buYMJo5NfvI8R+XZqP2Unyc+97mp8WqKebfJyHFdTtx5x4vjVlC0R4klZcHVuN0yaRa2xteWaRT1QsixSddwy+g+o3Y9YfId5X0Pt/v2jROK1zXcXnNMgc5RE212L7fXmH5V0ba1RmnTPkRWtpMJ3pUy5t7ic/app0iTZE9WD/8cwkvGZIPUZcWYSN+34U5eW0wElxVg9KGsNLvvhRAjU9D497hSlRVm73zDNfnVE1qIliAmTVoTmdyvQymTR6OFQqiUWk8x6hndqPy9V9Bc8xwxShtNtGI0z8kymDS9GU3t5U6X74+y0ezm64WfUc6tjOtDqdOJcTEWX3ZN/o94HBv9Rrwy5rWoDNfUpzKvZkK4ECSA0BItJjuOCZOlNh3VZMehyzLfY+or36nktRTy47u+AK8YDvcr53ERGJPn5Ij4ZmGXIvZ8bXayDgoKIS9H/I3Ol3uunxQGpbImyjZr7Wqz11PgRm32BbhFCGN5Fvp5uS3LWyOR0nTkSLlLi58ctYzqmoTCrGDyLARaGmuDmOir1PP0ezeCQy8Qyo57sgPZPZG75+xrhMKeQd1kR7q34U9WMMbPmKzQekJgsN9fJq8FYz6iIHRshhqPHCZ+Mp4LQAszpzzR0ZvrC8GI0aiNGavUbsZ5u2YUUv4V455ypFUJsatD2VUmGFvBNDFqCHuEwozXg+d1XM43yeN81mZvCrfTwqEXCIaCsVZjhoklocU5ExXEfGffCnPN6ELurlzlsfLeeqJiMXGPfbWMXZWqqFCTtWbyjYQo1DyNmRIp9cGCYi0YeyJJGFUkDcLoHUILEAozQi9MRexuSKORBLvqaPEe44qtR2m78zqqqGLvO9wYyueVGD93xuvN4HW/TvnAMBL6M24PlNsptdFDLxDM2++W4GJiPd1+w6XJyjP6XZA6djHdrSWU8wYmTSKQEx2hGAklKXZfN0nI+Dn75K0gV8rCtCiM/dm0FVHYbUxFutaEZLSL0W+tUUW5mLLQaGF80UeTTsXzlZ6osBMYV8T9GteedzsoTJShMV/NeD1YXhldc7MGCKPnz7i9OdzeIA63QCg7p5E0NpjsPMbDxd1aR3GD6963tCeC0UgmJxJNZSquF2YYKAstBti9WKqYXzCTV3qXhrHfUFhKSU7O5NyBKO37xYRSPAxBa9xqBaEFShmtQ2P8VSaHsbs6U6F3vYcu7JCI8XBUiMnhsx7Zp8dDUGEqfbF+Soqx3XlaGJV7mZ+y/s94PVhed+f64AX+BGbc3kxuXz4Ot0CYgECiUYV2s4c0dhM5OYSEsaZxLdmlhlBACyiGm1pMeCJQErZbyxhfOT629xkTdQhgYtWoIVwV3jVKa9avrJEMUtpbWzSbVW65+xSZzkeVupxgnqw8WmAm2RToQvswikVRCYUea0K6mFgt0kfvX45LhRmWlpUWMb2Kthe7hrpCg5rxetC8TmrpNw1CzNrszWizU8KhFwglaVqLgvyCXMbSf7eNe0yAqSBmzmGS5P26OVE+a2KYWvglFp3j3vMFk0Szp+KVORmtEyhzpzVa7V4hrDVsXdkkjANWlm9ldeUk882AgQ5RjF3SRvfVExWsvL+g8IwwYQ6klCakQZG356syo0pWNCYt1K5SOihNUggxaSQt/p/xelC8mvcrJ1sPjtddMMbu4tkzbg+K22kxeegFwi6IvbKb8Qz/nsqtrq0P5hZCwF5tRZRDMiZq2XgoyjVPNSljQq5dJFdqFdKyyNIUrTW245AkKVmSgFJE4RDfq9DeGeBXT1KvpcxVJCpRXN3YxK97SE/uqljmncca0MjFTcOks+J4iMlIsyjfYmTZLBvn3lfTctyBiGu9H6aBa80Eu58x4/UAeN2jSd4U19N9yJpxO31up8Xk4RcIWlCu9DWaQJGstZG6pR/wHm+G0eVoJl3QisRdp+lRzRovNtutITPus4R5dq6MJJdSIm2JVhpFkZdc0dvaIgqHLCwvE4ZDkiRlrjXPsNclGgwIB0PiOGb5+P3MH7mD4c4l6hUXW2X0k5SwHxPUKrvsheV7lxoRE++kiyk0XUzAX9sZjIegQhg/ZlO8u7ULzVg7Gc0dHOAIQY2ewej9ZrweEK+Mn6Un18kcNGbc3gRup4NDLxBG9jNyyoVUQMH9tSMGc2yi0PeQML524hmi7PxKrXiPTZJi1akClMayLJIoxBImvk6lXiMJI+LhgGGvTxrHtNfWiaKY3vo2nW6PRrPBhSefpdlaYGtrk06nzUNv/lqw51HDLRqeIOy20Z5Ht9en2xvQWGhg+2O771iz0KM3LyvR7sVLYtcxU36lzRFKS+qkE8N4OKuKjuJghcEkSje8Mn8zXg+GV5OgEOJmN/sZtwfeZl+YhBeFQy8QhCiHmKP/TDrXmxQaD8LkhCQtyRBicsJp97Xl/XRxvLO+zubVTfxKEz8IEJZAihzPc0iiiDzLCAchrusw7A/obXfIshzHcem1OwSVKjvbXQbDAYvLx3nu6ac5cefr2elnLJ44hl2ZZzhos3J0ARUqemlGu9tna6fDwtwcVpE/KcRoNfH1hvmyqEClydbEURIjTay0l5aTVAiBKIStmnB705ihrDWqbAeDstGXzyy5nfG6G9PkFTTlEu6bNjoonm6yP+N2ElNts1Ni6tALhFKmlsOqayp0UYHGFWXcuexa5DH6j1FBT55jCt1UWikljm0RtgcsHbmbTNkoYWM5Hr5rEQ02CQchO5sbdLY3sIRDmkakcUpzYRnLCch1j0ceeRNfevwx7jzxEDvtbYJKDdcLWDx6Au1WGQw7eLZHt5/ScB0sy2J9YxPf9ZhrNtEIpFXYI9XYdU0IgVa7VzhKxsvZ0ZjhZalgTFbKiXQzsbdfVdKFfbMI7HcAvcfuJ+/TUc14nT6veuybD3s75QPEjNub0Gang0MvEMZ1SBQOKaVWufvYNSgqzeSwbN+5+IlrNWYLAln8aC0cpVKtIh2P7e1tetvryNYKjYUTtJZPsbja5+wzn2MY9hGDLlmyjtJwx6n7uLp2mTtuP0kSD1nfCTlyZIVBp0O/3yOJYywrwMmHXN65iCsEb37d/Tz00AMMOx0s22MYRiwcXSaVMZnIrxkyl1oRpR22iIEy9lQw56i9Gore1Q2PylgKQV4UhxZlM2P0mTZ23Xei5c94PTheS9PDzceM2/KdD4zbKeHQC4RrIMZ/hNivuhRLxEen7z5jl5Yx+n3tOVpr4iQjzdo4lkPVsVGuhauG+DpgY2uLJNNUm4ssHzlO1G9z5YKkEgTU6zVuv/U4ti2499Tt+Je2+dSf/ymdTo88SXBshzQJCZUCKdBJyKc+/Wne8uY3c+rO22lvtam2FllZbHFluIHIdi/C2ZV3MbZPIgXkpc3yxdcSvefvqAw4OF2kvPeoY5jxelN4fUUw4/ZVw+0NrVQRQpwVQnxRCPF5IcSni7R5IcQfCCGeKf62inQhhPgpIcSzQogvCCEefvEPKv/IfUtgt41O7Po2aV0zJOy+gTHVyfHx4mNZNsPBkLW1NfrdNioOsbTGtx1aC6vkWhLGEZYlabaapNKi0ZznwnOPc/qpL/Lmt7yDZrPFnXfdxa23HGN94zK1uRaDfo9+v4dIU3JgodkkyhTb29usXb6CdDwyBW61Rga7VvGWboO7J9t2D/0nA17tLSpTGbnmjFHHX9zn9OOPc/rxx3nuS1/i2cceK+9pTZ/XCTvCjNcD5xUtOPPU45x5+glOP/kEzz3xRHn99NvstdnZnTTjdvRzKtxOCdNYuvhurfXr9Tim+oeAj2itTwEfKX4DfB1wqvh8D/DvX8zNNXpsP5scOulxZRinTQw19eik0TE9cc7IfjkprQsopVBoFhbncIXkwsULfPHxx7hw8TzLq6u0d7a5+NwX2bh8hlBp2r0eKwvzLB47yb1338f2+gXa7Q71eoPF5VVWllrcduI23vGO9zAcdKk6Do4taFYqSGFTrVbxfJ/zly5wcW2T7UHIenvI5tY2URSPbZAwFo5CIIpd2/SkBlXWD717omlcAfdMyjER62Xi/Fvuuos7H3iAUw8+WB5fZYq8jnQ8fW1jn/F6cLwCnLj9FLffcw933HtvmTTVNrsLeywfM24PltsbxUGsZf8m4OeK7z8HfPNE+s9rg08Cc0KI1Re6mVblcGty1Z/5XVaKUsLulrqmaHMmKqBgVMHG1xVDuj1RFJVS1Jo1WnNNVubnUXnO0dVlpMo498yj6DRirl6hWfGwpIvjOKhowNzycd71rvfw1Jc+w8rRI9x53yle//DreOSNb+KWE6usXz6NS8qx+SYbl84hhabVWkD6AZ3BkCjJWN9eRwm4cO5Zsmy86UUZE/16teAau6zeu83nteeqiYq19ywx6eYLc0yRVyHEePl9md0Zr9ctq90F9TJ5HXU8eqJdAVNus7szVD5yxu2+xTPlNnujuNE5BA38vjCO5P9Bm822V7TWV4rja8BK8f0YcGHi2otF2hVeJIzUBRDFsLGYwWeseZhJGcZ+C+WQEj2ezGE8wVXaK0v75mhIpjVezcevNxh02pxYWuSW4ydIlWJt7QJJknL05B1UggpNz6U5V2Pj/BkuXznN+772BwgHfW49eYIjR1ZoNmq8/V3vRloeVdcn8B2e+OJncKtNAt+lObfA8soqly+cwdIxJ289yfqlJwkaNpZjj22QQoA2URQnF7+Mj42Hk+NjE+8kyjcdH4drQ/AK4PzTTyOEYH5lhaXVVQB7mrzueuYojzNeD5LX8sfFM8+BgNbiYnnkwNpsQdaM24Pmdkq4UYHwdq31JSHEMvAHQognJw9qrbV4iZGXhBDfgxmeYrvuxL1GZ4zTxs+h3LHIuHsJkIwqm9Zjs9NIoyjdWEVppxuN68b3F5rb776Tpbk5di6f5+qli/RTRb+7g19bwPGrRGGEHOzwurtPMDy6RD7YYWl5hb/xHR/g2PFVPM/FsiQPPvQAX3j0Cd78lrcQDYbUggonbruTueWjRJni1Kl7aTQaPPvYXzDc3kFKRWPhtmLXqCKPErTSk0UwKo9dFarYYcloWUV43omz1R5GBBMdtIbjd96FH3jkSnHuqaeoVCq7zr9RXh3X3T3knxxXM+N1zMp0edXA8dvuxPU8VJ5z4fQzALXJa26U2+ucMb7/+Dkzbsfld8PcTgs3ZDLSWl8q/q4Dvw68GbhaDiuLv+vF6ZeAExOXHy/S9t7zp7XWb9Rav9G27Oe1OZbfrzmHFy4jIbg2JrwYL4DRWpOmCbatWTx+C7I2z1YvIk9ztBJUa02WFlrYaUh3a4NPfPSjrB5dZWX1KJ2dbSpBBa00nutiWxbRMII8J4tjrpx7hvOnn+Rjf/w7dLevkvQ79NvreK5NhiTNEuaWl7EcZ3d8+NHweGKRzuT3PcPM/YadMNawJgpylz3fcVw0YNs2jVaLYb8PkE2NV8eZsF7sthPDjNeD4lUAtuOgtcaybWpzcwBVpthm98vXjNuD53ZaeNkCQQhRFULUy+/AXwIeA34T+EBx2geA3yi+/ybw7cLgLUBnYpj6Up471irKuCiwa+WeiTHOSHOYLORJ2+Q48uN4CDp5XpZlbPe26Q37xFrQXFqhuXSUaqXC6i234lkWtu/zhkceZq5e44uf/yyWyul3B+xsbNPv9rGlxHUchoOIRr3BJz/+Max0yJFjC4RRl86VcxxbrvCLP/Ov+d1f+wV22m3swKdSqyLKAFd7K4nYW3Em3qF4H73r3cfHJxtkWanKYTpQbMaem2F7ntPvdPCCAKDNlHkVE39nvHKgvGqKidfcbN+oVM6w2wMImbXZVz2308KNmIxWgF8vMm0D/0Vr/btCiE8BvyKE+CBwDvjW4vzfBt4PPAsMge986Y8srYgTKROjsUmNQ+xTsZi4WmgNo80x9pfMSim6vTaXrz5Hfe4kaRxi2YKjt93F7befoupI8njI5z/zGT7z+Y9Sdz1OrS7y61fW+ac/9INEYUieZSilaLbmTNh/leI6DZ69usEgGjIcDDh2/FYqtToba5dpZQm1ykmE2L2pR7mkvfyt9olcOalpjwNnTVSm8l4TwQLVnuqUZxmXTp+muJjm4iKNVguM3fi9B8HrfjrRjNfxu0+DVwFkacrahXOUPUqj1SIcDrrAT3JgbfZazLgdv/u0uN1/XPHS8bIFgtb6NPC6fdK3gPfsk66B77+B55mpFA2TG4RPTjxdb7hVQl4jShVgjSW6ELsEuyHYxq1VuHzhMQKnxvZGl8TySZOYzzz6eVaXl2lfPU+Wpdx631346ZDHn3mMje0+t2hBrzekP4i47bbjPDUMmWsdwXZdKmJAY/UEj3zFm/mFX/glttvbnDh5O9ubV0nCAXGSUqkGpiKpInhVqUmUlUOMJ+hMWbC7go0a2+TQfP9hevnX8TxuvftepGXCAEspy2O51nqqvJbPVIAuNh3Zlc8Zr6NyulFeNWC7NifuODXaklJKyebalQNrs6Oczbg9cG6nNUp4BbZQemkY2RrLDawnPArKgt1bpYQ22kQ59Brda1z85ZnFfceSeC+EFPj1GnPLCwz72/T6XeIk5qMf/v949M//kLvuu59v+avfipSSz3/hS3QGGffceYrf+72PkCvB5UvbfPqzFxlGOUePrfC+b/hG/v6P/iTf/3f/AV/7vm/gI3/yJ1w8/xzkGX61QqvVZOPqFfIsNfnTIOR4f4JRvnfncp+0vcfH540r0njIuV+lul76NLD7vnrGa5nv3bncJ23v8fF5L47X3bb7m4EZt+z3xvuk7T0+Pu/FttkbxaEOXaF3Vd7SRW3vSRPTLWWFK6SyFAJpWVjSwrItpBRIaWE7DpYlkZYEaSOkhS42EZ6c7NKiGMbZFpVGA7Wc0htepLOxxtbacwROjd/98J/yje95K9/7t/42Z559lltOnOQd73o3QgiSKCNKY770pec4c/Yib3r4JD/0o/+I+VaTc6+7i099+gvUmnN8+Ld/E+FWOHXnnTz9xOPEaYbvB1iWbepXnl5DvhDXDh1hjwYhxmkTJXrdajhZjlw7jTV1jG2ho//GmPG6uziYAq+MbTV7J3UPFjNu4aC5nQ4OtUC4HnYPr+RoUlJKiet5VGs1arU61VoN1/dxHAfbspDSwnIcXNvFsqzRNVoI0lyR5SlRHBPFMXEck6QxeW420ZCWxK/VzKSRygGJX6nw9KOf5D9ePMuD993N6x96mLe+82181Tu/gvX1bT7+p1/iwrnznDl7ke2Ni/zh70l+9Cf+N6RlceLWW8gQbG+us3L0CN1unzPPPEmepcwvL1FpNnB9nzTL0Donz/NxtRACrcZ+zaYw4Jr5lVF5FWVV1LbxdQKhx7HUS1e/sn++njY3NWiN1pP5nPF6oLwWxL6AleZAMOP2YLmdFg61QCj1CDN/MK5QeyeVNALPcVlcXubYseOsLB9hfn6BZr2B63qjiR7LMlqHU2gbSmtjT5UWeZ6RZhlRkjIcDukO+nS6XXY6HfqDHnEco7IM13PI4gHz9RYrJ06Qnj7Dvbeu8I3v+2oeeuQN3H3fKaIkJVOaZ55+lv/0n/4NxxYa9PptZGWZp05v8OxTz/A1730TtmWxcnSV+1/3CI8++nl2tneI44T73viImcgVAk9roEKuFHmWmU+ek6YJcZKYrf7yokyu63VQejBM6B0a4x9dlmnp8VEM3c1iGnOimrImqcsMgNEWtZ7xehN4HZ/z4uz308KM25vA7ZSa6KEWCEXvZIZgajy0NDsEWYDGkoJqvcatJ+/g/nvuZfXIUer1BpUgwKtWsWyBSo16ZLsSy7Zx3UL7EGYrPcd2zaSXgFwpwihiEMa0Ox22dnbYbu+wvbPD5sY63asbrJ2/SKPW4J577uKO208SSMjymI2NDY52jpDnml53wPLRJZrNJZ4+/wxCwHd96/di65D+MONzn36Ck7et0my1kK5Ho7VAmmvufvBBbr/7Lir1OtKSSCGxbUOT1pokTcmzjDiO6Q379Hp9+oMeg+EAlarReWUlMX/KSrSnbBm7/mmtUWZ21whgpVBKYr20NUovgVqNUhqKzchNjma8HiSvFGlCmnalJxY/HTRm3B4wt1PCIRcIhYQsZ+jLwOeFkBBoGvUad937AA/cex/HjhwnqFWN4JASneeoTBPGMVpp7MjCdh0SN8XxHBzHxZMOLgLHtrAdGykEvufh+zG+71GrVZlvNunMz7PYnKNZrSOBLMpIo4gsT+monDMXLjK/eIRBd0C7E3Lu3BrDWPGWr3w7H/lIlyzLuXj+MqvPncdzBFethCjuc3Vzo/BOqFJvNFg6ukq9WqPVnMPzPRzHxXVshJAIKUizDJXlpGnKMIroD/q0u1222ltsbW8zGAyI4hCVmy1HVVF+WkG5Demuj1KmU1YaocxoYGRbVhol1Hhv5WlBa7OhuSo1nMKeMeP1QHk1GuU4Nph9s2xHM24PnNtp4VALBNu2sIqhk8jLSm2OCTSBH3DrbbfxwF33sXrkGJ7vm2OFndESgjzPiKOYLEvNZFVs4dg2juviVwJTuECiHJwsx7IkWZ4zHA5p73QYDIZkeYZrOSzOz2PbNuKtb+PZx5/g7FNP01qYZ/X4cYTt0hsMOHfuAhvrPbq9kAtnz/HMM6ep1lrEcY/nnn2SPIs5fusx5jpVas2AXr+H7Vg051v4QYDv+1iApTWOkLiWhWvZWLY90jpQCqUUWZ4Tpy2GYUinu8Dm/DYbO1tsbG7Q3tkmiXPT6U5MvGmlR3vNqkI7N51zeY5ZEK+UMkvwNaMymia00sWnsKsWlXrG68HxOpoTEsaK32w2p87r/mTPuL0ZbXYaONQCwfcDGvUGO502UNrNBEKD5zicPHkb99/zACsrR3A9D9uxEVKQ56bQcqWQlo3vugzSlDiOERoiIXA8jzxXZGlGkiQ4josfeLi2Q5pldDs9Njc22Nrcpj/og5Q4jotlW9RrdVrLSwz7PSpFhUjznNMXzhvCw5SNtQ5rV86j8hBbWMwv3Y4iI4o7XFlP6ScNnG0b27LMJuCObWyeSlFxHLpAv9ejWqni+j6u5+L5/sgGq5RGSEHF86hVKszV67SaTebn5piv17lcqbK+uU6/2yXNM9D5uGNQ48pWzupqrcxIzBw09k1l/Lz1QZiNzJgXMXomM14PmNfS5CoR1Gs17r33fj7+J388fW734XrG7QG32SnhkAsEj7vvuY9HH/0svX4PMLY1S0pOHD/B/fc9wOrqKpVKhTzPkMLB933iOMa2LZAS27Gp2hLQxDttU8EsSapycpUTJjFe7OL7PgiNDOQodEMURqxdXWN9fZ0kifGCCs1mE9/z8TyP1tKy2QUPs8JXac2zZ07jWDb9wQAtQk7ecRvhMMf3Kzi+xcJCAJZiq71DZ2eLLMuoVKs0mg2Cao25Wh3P8+j1OnS7Xeaa87RaLTzfJ88yXM8jy83wUwhBGgRUC6+MuXoDx3EIXJdatUaz0eDq2hobm1cZDvpGGy/mYpRSE6YbjFai1EiT1Mr4c6MlUzc1a/M800mpwrY94/WgeS3bj+953H3Xvdx91z1TJnZ/rmfc3hxup4FDLRCktDh560k2N6/y9DNPkecaKQSNRoM77jzFwsISQkjCMCTPc0Bg2y5Cg+PaeIGHbUmiKCWoenh9lygMQZuYJ1mW4WYZWikkAsuy0YBlSYTWqDwnGg7Z2dig094hqNZRWYbnm0igpadGluckaUqn08G2rCIvkiOrK1SqDcJhjEbi+w4V3+Xq9jpbV9cYDAY0Gg0AWnMtVlZWaDTqRFHI6bPr7Gxvk2cKpwhIVt47zTLiKMKxbaSUDMoCK4aXjXqDSlClUW3QrNap1+tcvXqZrc0NwnA4GnZOftA5jEw35YSWQqsciTV1btWEZqNRCMGM1wPmVWvTMR89epSTt91Go96YOq97oQs31xm3B91mp4NDLRDyXCGQLC4sc/7CebKshxSSxcUlqkGN4SDEsV1iy2xIobVGConrumRJhspz6s06Smks26HeqJOkCWEYEicxMstGwb5Kv7g8S/F8lziMUEmKZ9mkcUQ4HCCQdHa2sSyHaq2Ka9n0u12yLKNRrzHo9tBa0263EUKytLjIogTP9chUTpwkXLp4mo3NDaIownVdqtUqt992kjtuu51ao0GuMnq9DhfPnUMKi6gRkaYpumgQQuWEYUSSJMhqBZXnJHFcbNJt3sG2LBzXZX5+Hs91qVWrNGo1giDg0oUL9Hq9ickpY88vNQ9VjBAQRiALrdB6ugvadTlppjVK5WhlXAlnvB4srwiN53osLiwjhUWn05sqr9fDrM3eBG6nJBQOuUDI6PW72LZNxffp9bpYtkU1qBDFEardRkpJo2GGXVJKkiQhCAK0EiRZShynSAloi3qrjuM77GztsLPTJk1TsjxHKUUcGRIriUc8tOj3+6A1ruOgVE4URTiuy/b6VSpBDVSKJST1eg0pJL1ejzzPRySH4ZALFy9w/sJ5qkGFNEsZDkM83yOOY6rVCvPz85w4cYLbbj3J4uIStmszGPSIwpDO5hbVRoM4jsiyDIA0TUd5dV0Xx3bMRFWakqYp0raxLAuEGIUB8H2fRXsB3/XxbA+h4ey50/R7Q7QQZncqMJVLK1Rhyy2DmgghD2RhmlKgVU5eTLY5rjPj9SbwGgQ+ju3Q7/XI0vwAmL0WszZ7E7idEleHWiAIIbAtG5VlWNICDVJY6NxIRMexsWwLVdjYbNs2mkaWkWYpnusghcBxHNI0I1fQaNQIAhfLcWjvtMlys3BEK4WtNamUJHFMlhpChRQkcWIqX5Lg+QFogevZeNUqc3MNfNe4utVqNba2tgBGFT2KInY6bZIkJU8zLNs2E1zzc6ysrLC6vEK9WkNrRTgMGfQHtHd2GPb79AdD6s0mcbkKM0lI0xTbtqnWqjieZxbmhCFJmmJJiRcEZliK8Q7K8hytBUGlwpGVFbI8JY4TziUXCKMYJXK0MGWD0uSZIlc5ju2Qa42UpsynCY0g0xqVa1CaLMuRwYzXg+ZVCI0lLVSeYdvW2APmgDFrswfP7bTCkBx6geA4NrIYTglh4pSbuCYWQRCg8hwpTQUaDofGTmpZJIkZklr9kEazWkhe24SP1TZLS/PU61WG/SFb29ukWYZj20ZjSMxCEikFcTQkjSOSKIbCGyIeDsnTmLzZJE8SGo0mlu2wvLhIrVplGIb0el163T7DYWgqhpOglKJaqTI3N8eJ48c5duwoc80mCk1UeCvEw4gsSen1eoRxwsLyEssrfdxilzEhBIuLi3hBgNaapKh0WRFdUQph7JZakyYJWZKYCla4kS605gmPHmcQxVy8chWtU5QGJY1HQ0ZOrkAgkZYD0gZrynMIQqAsxzxXpWSFVjfj9WB5dRC4jou0rKIjdqbL63Uw4/bguZ0WXlAgCCF+FvgGYF1r/UCRNg/8v8BJ4CzwrVrrHWEMYv8aE0N9CHyH1vqzxTUfAH6ouO2Pa61/7oWeLYVEYFzHqkGAkILA9/GDwMQ4sWx8PwAgDENs20YpRZqmJEliJpEww1CJoN6oYttFHBUpaTTrVKsBtmPT6/bIckUUh2TFMC/NYtIkIc9SBCaefBxF2FIyHPa5eO4sx1aOcOfddzM330JlKfVqlUa1xnxjjn7LaAyDwZA0NZXd932WlpY4cfQotXoNIQRRGBUeD4pef0A4GBB4HkJKPM9Da0WSRCAE1UqNSqWCZVkM+gPSxATR8hyHIAgIzGY2xFFkXOKKd9Fak2uN43gsLSzxu7/1G5w7/SyW7XDs/teRa02SZ+ysXSZPU2zXZf7k7XiOg2O2Mj0hhCjj4t8Qr0IIcBwUZp4oF9aM1ynx2u0PePTPP8n21StI2+bIXQ+QAalO2Fm7xNbaZc489xzf+te/nfn50RqAn5pWm90PM26nx20/jOn1+2ZSXmsyIJcTMZNuEC9mhPD/AP8G+PmJtA8BH9Fa/6QQ4kPF738MfB1wqvh8BfDvga8oBMiPAG/EuLB8Rgjxm1rrned7sNKKXOdUKhWq1RqO7RD4vnFZUzlJkmI7kQl2pTVhGKK1ZjgcGnOT45AmCY7rmk5NCwaDPpZtYTsujm1j25JqrULguyitiaOETqfLcDAgyzIGgwEqz/FcGx1lKDQqzxj2Q4aDPirPqFQqJHHM0uoqgWd8nGuVCoHn4roe1WqVMBxSqVSo+AGNZgPf99DKTDpRTJQNw5C1q1e4ePYMnucxNz9PtWo0JWnZOLZDvW5c3PI8Jy00FM9xqFQqpmJJ48HR7/dHdky7CAZmYZa9+57PI296C7fceTef/OMPI10XtGZweRO3WsdttEj7bfqbG7gn7yAe9gF84Mg0eBVCgG0jC79zVD7jdUq8Ls0vcu/9D7F96208/blPgWMjtWLYaVOp1XnXO7+K9avrfPxjf8w3fOO3ADSn2Wb343rG7fS4HQxDLgFx4WYrtSLP3T2htl8+XlAgaK3/VAhxck/yNwHvKr7/HPDHGIHwTcDPa2PQ+qQQYk6YPVrfBfyB1nobQAjxB8D7gF96gWeDFmZSOaji+z7VSg3XcbFtlyxLGfQVWomR/S/LMpwi7omdOqbzGQxwXZd+t0scx0gpqdZqSCGI4pjm3BwCY9N0XQfbsVk5sszOjsOR1VWurl0pXOeNHC7d35I04cr6GkJpgiCgtbSIlKJYoShH13iuQ61awXNcXNclcD0kgiSOSdPUTCppTTjs09naIApDFhYWOHH77bi+j9Jm1XatVqVarWLZFsNhaGz9rkOtVsULKmitR5NYpU3Rtm3cclid56bCacW9d98LzzyNlBKFAMsm7nZo3nYKpMAPlmk/9zQISW9zE2BrWrwiBFpapvZpjY2e8TolXutBwKm77uHJZ54yWqNlIxxNMuhx7NQpqpUaDzy0yq/+8i+SJinA3DTb7LVUixm3U+S21WjS7ffZ6HRH3Jqd5G7eCGE/rOjx3qprmO00AY4BFybOu1ikXS/9eaG1plKpMhxqkJLAdZG2hQYa9QZJkpAkCcNwSOCbnYpc10UnChyzqrHURHq9Hn4QmOhIBQm2bVOr1Rj2+8w1m4RxSLcTsrm5xcJiizzPOXb8OPV6nc2NDc6ePcv5506zsX7VhLY1kaXoD4esXV2j2pxDSotF28a2KkghqNerxptDmE0ubNsmKrSiaqVi1nwVmtLG1XXOnz7N9vY2r3vkTTzyprfQaNbY2NwkSTMqQRXP8wgLlzXP8/ErAdVqFQUjG6zreViWRZqmAKiiMaSFP7TOM3SuULnRRgLXrPTMsxS3UjPvZQnyNEVKgTJD52RavEohkBJyLZG2gyWtGa9T5TVFaI0s+4hiIrleq4MQNJsthsNBqY061+HwZXG7L9czbqfObdlmkRaW400tcu0NTyprrbUQ04ttIIT4HuB7AOr1BlEUEReFVq3WsCyriFsyIElSRLEhdp7n2LbN9vY2fuCRpG0saWFblpHQlkUYhgggjmMs22JhfoE0TYmiiMGgBwIqQYXmXJ0kjk1+MBpDrdHg3vvupVlv8KXPfZarmxujCaFhOODpZ58GLZACLMshTmJsKbGkWYji2BZpltPr9eh1u2hhwgekScLVtSucP3+ezY011q5eYb4xx6233Motx49Rn2+yvLrCpQuXSYtKKqXErwRGc6lUsAptAq1JsgxHSoRtkyZmUiyOY4ZFhdZ5TpIkhMMBKouRQrBQrxMlcUkASDkKaFcLfAb2jU8qT/LqVyrUfJ9OfwgUG6LMeJ0ar3kaEbgelrRwbUmUmAWAlaACQow6nTAMb5jXvdzuhZRyxu2Uua16/qjNRoma2ugAXr5AuCqEWNVaXymGl+tF+iXgxMR5x4u0S4xNTGX6H+93Y631TwM/DXDkyFE9GPSLlazF0NM1E2FRHJImGbVqjcFggOMYj4kgCOj1eqOJqkq1SpZnNBtNs0JRKZaWljhz5gyVwCwtT9OUxcUW8wsLCCGIi4rV6/WMSaVYSHL50kVAUa9XCVyPOBoiipWYaZZz/uIFhuGQxZXL1Gp15hcWaDZbeK4HQrO91S52gTIhcs+eOUO/1+O5584QhgM6nU0Gwz61Sp351hK+H+B7HkHFQ+WKq2ubKKFxbc/4NDsOnucQJxnl0vYsTcnTtPBQMGWaFJ4LYThE55okT+j3uqRxUgiEJlGccM5x0WmCsG1UYiaWlxpzhPUmG1cuu9PidX5xSS82moRJQhwb17sZr1PkNUqo+R6WlCzUGlxp72DZjnHSEIJut4MfVEqhn06zze5VDqW0ZtxOmdt64COkJIoTrrR3TBiYKeHlCoTfBD4A/GTx9zcm0v+OEOKXMRNUnUJo/B7wvwshWsV5fwn4Jy/4FAEIXdo6qVRrOI5xP83zHIRZ+JGmKVIIQqWwHePHHCXJqGI4dgXHtnE9j/5gwNbWFkePHGFhfoF6s47ve8WG8mI0XO33+3iex3A4pFZvsDG4TLVSIU/iYgLKp9MtN/ABpXJ6/R5pmtLt9VhYWGTYH9BpdFFKkecZruuZCfJaDS0U1UqFsN+nWasSD7uEoYnSGARVLMsl1xphSRzHpjU/RziMiLMUz/WwHQcQpGlGbzhE5bnxeii8NTzPDCPD4YA0jomjkE53B600URTR7XaJ4wQhYK5WI81z5pZXGG6tUztyjHBnk8XVYyw253DuvIvnnn5iofAiu2FeLSlZaraIkoS17W2ktGa8TpFXNMYuLiXLrXnCNGFnbp6NjaucvPUkj33xUe644xTFvvdt4Nun1mb3QBYB5mbcTo/bhueP2myYJmx3p7fi/MW4nf4SRlNYFEJcxHge/CTwK0KIDwLngG8tTv9tjPta6Z74nabw9bYQ4seATxXn/bNysup5oTW2ZWP5ZsLJsvsEflBsjgFampWuCMjzHEsYj4QkTqgEAbZjvJKCIODpZ55G5YrFxUWWl5c5evwordYcsog1IhA4rkOaZGbXo6JiZVmGbdskSYZtOyRpxvziAssLC2zubBMXtkGlFTkCpTIsuxzqbtPr9kjTjGq1SqPZxJLSbMCtzBZ/1UrFuNSizVBVZLTmFsgySKKkaNw2lYpFa2GOza0dhCVRKifLlPHFlpK42JXJBBE1k215mpKlGWmSMAgHxMXinUF/wCc/9qdsb22SJAm/8os/y8Nv+koefN0jfPJPP8L6Y+v4lSpv+kvvZ6nVYqFZB4inxasQguVWC6U1w8Inu9lsznidAq9xFPOFz32ara0N4ijij37r1zh5z/0s3Xob2+dP85v/7VdpNub4+m/6KyiVA3SA01Nrs3u5lmLG7RS59TwPy7ZMWdk2aZYSxvHUrEYvxsvo265z6D37nKuB77/OfX4W+NmXkrlcKaI4Am02wKhUFL4bMAwjpDR+yZ1+p1j2rg3JStGo11AIoiiiWq3Q6/WoV2vMt+Y5ceI4Qb2O73lIy3g52LZDEiV4vrFrOrZt7JBK0ev1yNIU13PpdaLCG8HERbEti1ApFOWmMhqR54RxTK/XNb7Rucb3Aqp+gC6Ibi0sYDsOzfkWrrSo1uscOXGMza0Ndra3WV5apTcYFDHQy1jngnq9xnAYEYYJWZaiMDFQfNfYPPMsQ0ljFjANRpvNOjwHe2DC9mbFUPUNj3wFlUqFpeVlfD/AtmyubG3x0FvfyWa3w+2rxzi6ukotqBCmIcB5rfUbp8GrEIJapcqi1nSGfTbaOwR+ZcbrFHgFeMvb3nkNr89cOMc9b3g9i40WURSD1PQHw5LDqbXZvZBCzridIreWZeG5nomQ6geEaUp70OfsTVyH8IpBa017p43nBWgN/UGfzFfYlk273WZ+fg7bkTiuTRTGOMIhzxVKa5r1KonrcPnyZY6vHuP+h+8zhel5o1WTCGFWTipFtRGQ5QrP84jCxCwLx6ysjMKQPMvJVEaWpeQqZ67VolYJ6Pa6TEYSSVVGHvaxpCyCwwnsioUfBBw9eSu33naSN77tLTSaDTzfx3FssjTDdR2GQ+OLfOHcRTzbIdc53U4fpcFxbJI4IbA9Kq2AcBgSJQkgcF0HS9r4rkMcx/QHQ/I8J44iLMeEBgh84+KWpNujsrVtu7Ajm2B29WqVpbkWSikWm3MEnodGwfRMlGNuUVR8n8XmHFEY0R8MZrweMK/hICR0AuIkIYwGJnz0AUMpNeP2JnBrSUE2Bb4OtUAQmNAVQRCgtIldkqQxQVAh8H0GwyGu45IkGY5j4qpbQpKmCesb66yuHuehB1apNxrUajUQxjfY812iMEHlNlJoLEuamO2WRRLHRFE0WkFpWS5J0sV1XSp+wGamClcvh/lWiyvr69dEGlQqZzAcELg+Nb/KvQ89yNf8d+/njrvvpNloUq2aRTqDYQhSEFQrSMALNF7g01paoN/p4PumYodJxCBUDLpDatUaOs7o7AzJ8j5ZpplfXEAIiWPbeK5LJaiYmCfVjDhJ2NEa3TAL/TzXNCzHccxuVVKiNKR5hufYzDcaqDynWauhgUwpOIDwdpkyIa/n6nVjMpjxeuC8psMhCrMIMM/TqbkqPh80zLi9CdxacjrhZQ61QEBgbGZSsrXRpjXXIElSMxx0XIRtgt8FXkAYxbSaxithY3OTW+64nZVlsyuTNqM3sjxFKU2lWsFxTYyRJMkAE3HTsi1UprEdiyROcF2HKIrwvIBhf0C318eybWRqNvtu1OrYtk2WJruybdseFa9Ks7XAW9/6dv7K3/xrrB47ius6o2iTli1oNuvGdqiM33EUx4RxTDyMyfIcIROy1PghO65NfaEJeU6sMjIyskyxdnWTdqfLbbffhuM6ZJnZUcqWEisIkJYFtGjU61SrVXzfw7FdhkOzCtO2HWzbwRISpRX1WhWlcgLfxbEckAIhphv+WgiBY5vV0RVfM99omj1vZ7weKK+ZlLR3OiwvLeN57lT34r0eLCmRiBm3B8ytJafTRg+1QJBSIqVNnmf4nk+cZAghGYQDatU6CKMhCASOLel0u9x68hbuuPMOlDYhbQUChNm6TuQSzzNRFLWGOI5Q2kTd9DyHOIrRRewQREqWmeBRlWqFdmdc4HEcE4YxtmM0kGiiclnSYXnxKFXf4/v/l7/PvQ/dx9LCArVqgO26gIY8J0nNbk2O5RjPiySm4nk0azX6/oDNjS221zaoNer4gUcUxSRRWqzuzAjqAc1jizQWFoiHIVmeIRLzLrZjAZosNbspObaN1jmu67G0uEytViVJUsIwIk3NhJwljZZmS4t6xcRrsaSF7dpTHx8IIfBclyzNyJSg4gekcTzj9YB5jXKF7/lkWYplmV26Dhpaa5i12QPnVn45CARLWjQaTfI8I8kSHNtGFXa0SqWCVjndfg8ZWLi+z/FjxxFSEMXhaFs+rQWO46KL3ZI63S6VSkAcJ7iuSxhGaJ3T70mENMvZk7gHQpNnFBpJSrM5R7/dpZ3nDAeDwoVOUPF8tnudUZ41mqrv8p3/0/fxjne/HdvzsFROnikGg47xnLItlFJEUYjAwnYscm1MM3VZpRoEpK06Ks/YWN9kbn6ONM3I0sxMWgFe4DEcmGBY0rGpVCt0ux2zqjPRxXJ5gYtDohUkxvxmzAQBlaCCJS3CMBotj9eIYuWoDSYwADpX2FMajo4hzNZ/xcSb6zmg8xmvB8yr77skaUpQCbBtF9c5+OYvhMBx7Rm3B8ztoVmpfJDIchOoqlatUq/W0SgTMVHaJtqfypifa7F65Ai1ep2siD6olCIst6uzBHmeorQgS1UR/GpIHMe02x2yLDXx2NMMIWFjc5NGtYoXBOS5Gq2BcF2fRmuenc6O0VAKbwI/CJBCjIbfAs3Xf8tf4au++h0mPyqn3zGLZba3tzl75ixX19ewpIPj2GxublGtVrnv/ns5cuQI0TAkqAQIBK3FObSGre024WBIa2GeMAxxHIckihGOS7vdxvM80iShN+hT8Ty0kOR5D8uSxapHs+Q/iqNibwOJ1mA7Fq6y6fcS4iRCFQtjMq2RaKONOS6eN11NUgBJmhQxYQQCqFaqM14PmFfXdfFcH8d26Q8G9Ke4F+91uRZixu1N4HZaONQCwfd8qn7A2toac3MNsjzDdyXbOzugNXefugstIM9yut0utmNhO85IYpbBswYDEzdlMBiQq5w0SfEClzRO6A/MfqUL8/OEgyFplpHGCUElwnU9kiTB9wIcx6E5N8fR1WNcvbrGsNM1UQhdD98JCNMI27L5y3/12/i2v/nXzXL7MCIKQ554/Ek++clPcuHieTY3Nrhy6SIgCCpVBv0eUlrc/+BDvPnNb+bhhx/myNEjBIFPkqZ4nks18Oi1zQbevucxGAxMZY23SeOEjY115ucXcB2HTq9LozHH1vY29WqNVGU4loXS2mgrOgWtzMYdmdnmT0pZhBDYQmmN6/t0O20qlSq1qtldaqooOqdev0sUhviVCs6M1wPnNfA8HNthbW2N5cVFjh17yaGJXjK0NsHXZtweLLfTwqEWCForWq0Grm/z1NNP02q1OH/+PKdOnaJZaxhPCVuSaYFvm+34yjggtm2jiq3xhoM+nU4Xx7YYDAZEUUiaZcXsfpXNzat0221WjhxBKUWn3abf67G4tIC0HaJoSJam1Op1llaOcN8DD/KUEFw8exrLspDSYmnpBO//hm/gOz747SRRzPr6Ol/84mOcfu4Mz505wxNPPE5ncwOBQEpBlqXsbG8W3g6aT378z3jqycd56qknefjhR7jnnrtBMwqutbi0wOXLl+lLC9uxcVyHPMvpdTsIKdnY2KTZbBBFIVGUFEvfM6RrEScpjhBG+8g1SufkKkcrs2o0ik28eNd12dnZodvt0Kg3cGybOA5xHW/KvGqSJMKxHWIRsbO9zaV+f8brAfMqheDq2lXuvvsuapUqSRm/6oDx9LPPzLg9YG7zfDqb5BxqgaCUJo5jomHIiWPHePrZZ1lZWsKWgigKsWwLFwutFWmakKbguA5aSlRi4qIIIAojLl++xPziInlmNnWP45h+p4ueV7Ra81y+fIkoijh2/BhZZgo8vZRw/NZbSfMMIYWJvuj73H77KVqtRc4du4U/+8jv02w0+Rvf/V287/3v5dlnnuUTH/84Z86f48L5c2xurBMlCZWgxl333sfiwjKL8/Nsb29y/vxZtjY3GQx6ZEnMxtol/uD3f4dPf+pTfNW73s3b3vpW/CBgbm6OIPBptVpcvHiRaqVGr9014cCrVfr9AWmasLG+TrVaZbu3g21JtFKk/dRMOnkVoiRGY3ZlsoQky3LyTBMlIba0zErJPGfQ61Ov1U0kRiEKW+k0eVXESUySmAnBbnuH1ZUjWMLsaystC7dY2ZkkcREn3x51HkmSjHi9dOki84tLqDwfLfHvtbvML+S0Wi0uX7pEGIYcP3GcNE0Io5w4jjlx8iRZnoEURovzfW67/U7mWgscOXYLH/3I79NsNvkfP/jBMa+f+ARnzp/j4vlzbGysEycJgV/l1D33sbS4zMJ8i53tLc6fP8v25ib9QZ88Tdi8epkP/8Hv8plPf5p3ftW7eOtb30oQBDSbTXzfY25ujosXL1Gr1ui2O/i+T6VaNZuplLxWqmx3t7FsUwZpL8G2bIQXEMYRoEkKXvM8J0sVYRxiW8b2nWcZly9d4q477yQOQ2xhIs0eNNI0ZWlhAQsKbiWO5ZDnGXEcjfZAsKTJd5qkCAHRMOTi5YssLCyNopRGYUSv3WF+3qwpuHzxEsNwyPHjJwy3YUYcRZw4eZI0S0FAt9vF8z1uu+1OmnPzHDl6go9+5PdpNBr8jQ/+Lb72/e/lmaef4ROf+ARn97RZw+2917TZ7c1N+sP+NW32nV/1rlGbbTabeJ7LXHPOtNlqje5OB8/3CCoVBv0BSRKzfvUq1WqVTreLZVmoPCftptiWhfAqhHGI1pg2K02bNdwOsaVVrH42ezNMA4daIIAmTmIcxyHLU2q1GvV6Ha0ACXmWQREfRKkcrcETJoSuKSBNFEakcYwQklarRRQO+cLnH+UNb3wTKk2ZX2jx0Y9+jMWFJZaWlxgO+2xtb9NqLXDs+HEcx2ZjcwOE4MjSERzHQaGp1evMLyxRqzdYWsq49757UUqztrbG0888w9lLF9m+coUoGiAdl6UTy9x91ymazSZz9QYrK4tUfI/TtsP5iynhcABAEoVsbaxz6dIlwsissgzDsPC4MgtSsizDdV2SNMF1XCP4hMCybKIwMqsb85SwE+F4LmEa4tkeSRph2WZPV79SKZbwK/Isx3JMPJiy3LIsw/d9E2Ygm8aSlzGG4ZDPfv6zRYefkiYJ7V4beVoihImO6dg2wpKjoGK2bRdLicwEX5Ik5GmG4/us7VwlSzPa7Q5HTxwHpWlf7rG1vc3c3ByOSrjwub/AsmyCSpVKJeDCZz9polvaNoFfRVoSpTRSWoRRzOLdp2jdeTtdFfPrv/u7bG9vsbGzSepYLJ44zsLxYwjLol6rm03bpcSSkmC5xcLJEwz6fXqDAVmaoNGUId+2owGf+tIXCi1VYkkBKMIwKtYaCfI8KwK2JSCMt12aGG+VXOXkaYYoVrnatkWep0ghybMcWUQzzXNNmsZojel8oxiBZqe7jV1s9O7chEnlKAr5wz/8fQQCIRjxizC/0WDZNkob+75lWcRRTJomuK6H7dqkSUq73ebo0WNFO9dsbm4x12xiOzbdbhcpLSqVCr7vFxp3XIR4qCCK+EhCmJXQO1tbZFnGH/z+b/FHH/lttra32dzYJIwjsjhGa4WwbFwh6LW3GXTbXDpvzKZJHCOkiZhaLm5LwiFXwwv83m//Jo9+1tQzyyreE4iieGQOy/N8ZBZDCCzLIk8zZDFpnee5SctzXMdBqRxpmfUVtiXNRLKCNCtC0xcKUhRNKXKtnqL9ado4fvyE/r7v+wGiOGJjY4OdTgeV59xzz91YwsLzAyzHGq1mlFJi2TZojeM4aKXRWrG+vkGSptjFCsNyIkvnOf1en4WlRZI4wQs8s2DGtvF9D8uS2I4LCOq1Op7ng9YMhgMuXjjPU1/6Is89+SRnzl/g9W9+G9/9vR9kYXGe8+fPcfbsWR5//HHOnD3H5tYW7e1tyHNqtbrRBDttur02WZKgCg3cdmxWT9zKqTvv5m1vexsnjh/Hdhyq1SrNZpOLFy7R7nQJgoAsT3Fsl/aOiZMShhFBEQUxTVOkJalXaiR5jNLgCptcZ6Pl8mmaohXESUK318GSFnEcsbW5Sb/f58jqKq7rFhORHj/x4//0M/uFrng5CKpVffs996CU2vUxQk+OGs/kZ5xm/iIllhAmxow0gkQUv6WUJuRwIVDAhEwQpkca3Q9ZujhaRWdl1lxoMfbcKL03Rn8RmH+FF9Z12k8Zm6b8CJM4On98TEHRGZbRL8u/5XnsOaaVRhdlprUyMYlyc488L7ZeLCZQy06mDNZWllNZrk9+/vNT47Uop8PboXyZQWv9kqebD/UIoYyUuL65RRjHHDlyhG6nw/rGFssLiwS+T6aU8Qsu3K+01niua9wnfRetYW4+w3MDer0O3V6X+eYCvV4HiaQ1v0iSGK06zTIajQauYxtfYMfD8TwqQYDASPzOzjZPPvU4zz7+BL3ODrrYyOITH/sjzp19jh/5Zz/Km7/ijTzwwP288Y1v5OraVT7/6Bf42Mc+xtqlCwwGXTY3roDWZsguhNmgY3mVu+65h69+91fz4IMP0Gq1GA7DUYPeWN8kyTKWlpeM/7JVIRwY74adbodKtUKz0SCMQhrNBv1uD8e2cXzHhNUFtHaII+OhIYSJuug4Fr5nNiHpdjtIy6K1uEgYGjdA3wuwrOlXk72ucns73/0+u+oGoAVFLHgx6uxH95MT9ysEBJP3EQKwTOc+ee3zPFMIORIIoBGYvX7HQsGEEzACoDwPzBfjZKsRRbjicb+pi3cu/5ZlMBIke9KuWRgiBEpcW4ZqdLh8H/m8ZTrDDIdaIGRZzplz5xFScvTIUcI4ZGVllThJuXDpMpnSzM/PozFCQIPZe9W2RxqQBqqVmgmTMNeiWquTJQn1eo1ez4TLlZGFLQvfYqVwLQsvCLBts79rlmZUqzW2t7a4fOUyF86eA6WwhCBOU9IsIckTzp55kh/8R/+Qf/cz/5ETtxxl9fgxjqyusrp6lNe//iEunL/AmTNnOXfuDJa0CSoVtrY2cV2PN735TTz8hjewsnKEWqOGF3jU5uqoXHHl4hrtdoelIytm16hC+/XnPNrtNquVCpVKhSiKqAUVKvUagefi2I4Z/gqJZZlVqpVKhTRN0DaFhmk2Po+iIZZt02q1EJZloi5mOYixlj1NlN3htZ1uobW/wLWl7iPNRbuuR+7u7IpFr+a4mSLc9V5CCHQpFK4ZGUjKscHoGeU9hZlfHAuZImNiQkCgEcKsbIViZDBxF3OtHI02zLsrSkVba4EmvyacVPnM8m4IgWI81yPYLRSuufalK48zfBngUAuEXOW0FuaRwmzqYVmSNE9xXYdjx46Rpglnz53m5InbCAKBZVtmUkqDH/jG7mY7NOomZGyea/qDAc2VJXZ2OqyuNuj3e1QrFaS0kZZGaYUjbZACtNk9KctShsMB3U6bzY310W5iQkriOCLJx6se166c55//8I/wT3/ixzl520n8wCfwPU7ddSdRFNHpdIiiECktsixjOAipVHwWFueRlk0lqOB6Dv3hkCzNOHf6IpZjs3J0dWTq0GAWcymNF/nYts1cs0kbRa1iYqK05uYK81DOMIzIUhMETBWxiVzXJc8y4iwBrRFCUq81yPKUXCkqlSpSWORZNlU/5xEmtPKxOcas1iz73ucbNYxNP3KfTnz3uXryXkKYPrt4SCkI9tOcS+G0q8NHm/NLMSGZUPaLZyFAgtCFWYnc1CclEMIstjKLlSQSDUIXgtsUiaLosLUAYebGJgVCGaUTxqarMr9ajE/WRTlfOxqQTNuTeIbXBg71HIIQogc89Urn42ViEdh8pTPxMnC9fN+qtV6axgOEEBvA4DrPOeyY8fo8eBW32Vcrr7B/3l8Wr4d6hAA8Nc0Jr5sJIcSnX415vxn51lovzcrn5uIm5vtV2WZfrbzCdPM+GzjOMMMMM8wAzATCDDPMMMMMBQ67QPjpVzoDN4BXa95vVr5n5XNzMeP1+fFqzTdMMe+HelJ5hhlmmGGGm4fDPkKYYYYZZpjhJuHQCgQhxPuEEE8JIZ4VQnzoEOTnZ4UQ60KIxybS5oUQfyCEeKb42yrShRDip4q8f0EI8fDENR8ozn9GCPGBm5DvE0KIPxJCPC6E+JIQ4u++knk/bLzCjNtp5H3G61Tz/crxujfmymH4ABbwHHA74AKPAve9wnl6J/Aw8NhE2r8APlR8/xDwfxTf3w/8DmYp01uAPy/S54HTxd9W8b11wPleBR4uvteBp4H7Xom8H0ZeZ9zeeN5nvL52eH1FCXueAvlK4Pcmfv8T4J8cgnyd3FO5ngJWJ0h8qvj+H4Bv23se8G3Af5hI33XeTXqH3wDe+0rk/bDyOuP2xvI+4/W1w+thNRkdAy5M/L5YpB02rGitrxTf14CV4vv18v+KvpcQ4iTwBuDPeWXy/mrhFWbcvpS8z3g9INxsXg+rQHjVQRsRfGhdtoQQNeDXgL+nte5OHjvseX+lcdjLZ8bty8NhL5tXgtfDKhAuAScmfh8v0g4brgohVgGKv+tF+vXy/4q8lxDCwVSsX9Ra/9ci+ZXI+6uFV5hx+1LyPuN1ynjFeH2lbXzXsZnZmAmQ2xhPUt1/CPJ1kt32yP+T3ZM8/6L4/vXsnuT5iyJ9HjiDmeBpFd/nDzjPAvh54F/tSb/peT+svM64vbG8z3h97fD6ihP2PIXyfszs+nPA/3oI8vNLwBUgxdjiPggsAB8BngE+XBZ2Qcy/LfL+ReCNE/f5W8Czxec7b0K+344ZWn4B+Hzxef8rlffDxuuM2+nkfcbra4PX2UrlGWaYYYYZgMM7hzDDDDPMMMNNxkwgzDDDDDPMAMwEwgwzzDDDDAVmAmGGGWaYYQZgJhBmmGGGGWYoMBMIM8wwwwwzADOBMMMMM8wwQ4GZQJhhhhlmmAGA/x/xFnZ8/b6hGQAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 6 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.subplot(231),plt.imshow(img,'gray'),plt.title('ORIGINAL')\n",
    "plt.subplot(232),plt.imshow(replicate,'gray'),plt.title('REPLICATE')\n",
    "plt.subplot(233),plt.imshow(reflect,'gray'),plt.title('REFLECT')\n",
    "plt.subplot(234),plt.imshow(reflect101,'gray'),plt.title('REFLECT_101')\n",
    "plt.subplot(235),plt.imshow(wrap,'gray'),plt.title('WRAP')\n",
    "plt.subplot(236),plt.imshow(constant,'gray'),plt.title('CONSTANT')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "57ae574d",
   "metadata": {},
   "source": [
    "* BORDER_REPLICATE:复制法，也就是复制最边缘像素\n",
    "* BORDER_REFLECT:反射法，对感兴趣的图像中的像素在两边进行复制，例如：fedcba|abcdefgh|hgfedcb\n",
    "* BORDER_REFLECT_101:反射法，也就是以最边缘像素为轴，对称，gfedcb|abcdefgh|gfedcba\n",
    "* BORDER_WRAP:外包装法 cdefgh|abcdefgh|abcdefg\n",
    "* BORDER_CONSTANT:常量法，常数值填充。"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "980dc0e1",
   "metadata": {},
   "source": [
    "### 数值计算"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "id": "6b3a2633",
   "metadata": {},
   "outputs": [],
   "source": [
    "import cv2"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "5ff31335",
   "metadata": {},
   "outputs": [],
   "source": [
    "img_cat = cv2.imread('cat.jpeg')\n",
    "img_dog = cv2.imread('dog.jpeg')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "id": "17dd5ba9",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[34, 34, 34, ..., 36, 36, 36],\n",
       "       [34, 34, 34, ..., 37, 38, 38],\n",
       "       [34, 34, 34, ..., 38, 39, 39],\n",
       "       [34, 34, 34, ..., 37, 38, 39],\n",
       "       [34, 34, 34, ..., 36, 36, 37]], dtype=uint8)"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_cat2 = img_cat+10\n",
    "img_cat[:5,:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 39,
   "id": "49e38edc",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[44, 44, 44, ..., 46, 46, 46],\n",
       "       [44, 44, 44, ..., 47, 48, 48],\n",
       "       [44, 44, 44, ..., 48, 49, 49],\n",
       "       [44, 44, 44, ..., 47, 48, 49],\n",
       "       [44, 44, 44, ..., 46, 46, 47]], dtype=uint8)"
      ]
     },
     "execution_count": 39,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_cat2[:5,:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 40,
   "id": "db30ef95",
   "metadata": {},
   "outputs": [],
   "source": [
    "#相加超过255则%256\n",
    "img3 = (img_cat+img_cat2)[:5,:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 41,
   "id": "7454e224",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "array([[78, 78, 78, ..., 82, 82, 82],\n",
       "       [78, 78, 78, ..., 84, 86, 86],\n",
       "       [78, 78, 78, ..., 86, 88, 88],\n",
       "       [78, 78, 78, ..., 84, 86, 88],\n",
       "       [78, 78, 78, ..., 82, 82, 84]], dtype=uint8)"
      ]
     },
     "execution_count": 41,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 如果相加越界了 则是255\n",
    "cv2.add(img_cat,img_cat2)[:5,:,0]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 42,
   "id": "3ad40c55",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1200, 1920, 3)"
      ]
     },
     "execution_count": 42,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_cat.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 43,
   "id": "c9e82838",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1200, 1920, 3)"
      ]
     },
     "execution_count": 43,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "img_dog.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 44,
   "id": "4780e4b0",
   "metadata": {},
   "outputs": [],
   "source": [
    "#如果两张照片不一致，则用resize定义大小\n",
    "# img_dog = cv2.resize(img_dog,(500,414))\n",
    "# img_dog.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 45,
   "id": "33f8f07b",
   "metadata": {},
   "outputs": [],
   "source": [
    "res = cv2.addWeighted(img_cat,0.4,img_dog,0.6,0)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "cd2c4763",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x19c32d83d68>"
      ]
     },
     "execution_count": 46,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "plt.imshow(res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 47,
   "id": "23c6e345",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x19c32dcf8d0>"
      ]
     },
     "execution_count": 47,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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ODEltcnIlkJqHQU1a3AE1kx760fY3teR9fwysUzztoVYcpfkMTB/Tbg/vKZ4n8Xev6d9jv8Vo5XEiiNngFYgxEicJxVP9Sv2Yzpm2hb8OXbvTsWK2eRy480EeI64SfTB/t9ZavLcoKQ/OLYTAO4d1FiklWmcIJfFCIEcKIfxz3h7QJqkDzkUzOL1LwFiL8B479LjB0NQ1zX5P37Y4H4RSnuUonbHarMmLgmEYaJoGYwaKogzaXqRmnHOUZUmW52RZhtZhqnVdy35f473D9gPGBBrHGIN3jrZpsXbAWIMQEqEUeXHG+dX7LNZPKBbnqGyBEBozdHT9nnr7CtvXgKHUklwpsAP9rkULQZ5prBCYSC4652JYlyRBgHU9/dDRDwaLZLXKUVLgJHg/+RLmqu6EXadDFE/REWmuTvSJPwQ7MYHWY0IlKXXTHJ/HYM36M9fLmPBg1LffQMGd3B4H/jzDelQs/DQvHgjG2f3JEfiP+nuk3b9OCD1QfpOCwwyDHmmfc9BPTzI+YDHCKHCksYrJmQWfTQtOAHz6BfvZXnFLUD1xR9r/KG3T3hHt5sKBo748zmHPL/t6K+BNVkKaWEkITrsdOnJ5DOwP1fioVY1Sg9nppmc5U62C1j7djvMe4WemsHWjNjMXOEGjDg7J3rmgJYczoqRCeOj7HmMGpFQjqKosm9U8EthhoKtr2rbBGEOmNEIIuq7F9QPGWrRSAfSHga7rcdbiBkPftPR9h/eh3wlk3nnyhOtPnqOUQglJOwx0w4A1Bq0zlqsFmc4w1vDxfs/Q93jvybQmy0uqxYo8z+mHnrppsMbQdS3eWfq+px8GpFKUyzXP3v0S737wVTYX7yFUwf32hlfXN1j3nEJJVmVGITxeGEQhyWQBWEzXYQYTnr+U+GiJeO8x1mK9o+979k1P10fLxHukUmR5Tt92mEKxVDlISe+HccyO42pOqU0D9sBSO24nt8d3nmL+T/lGjr/PP8fY90N5dHSJuTM4WvfHGvYj9NQDoPUzF+8DtoFxnD64dtpndp5RF/OMFNHr+v864Pc+RPwgpjn3WPucgz4TiDMfYK8HvgOgFWKKSREzKH+Dpj0N4gd4HbbPAZ9DjX50oIuH4D6nMU7ZYaN2Lw559TcBfdr2GO89v4Ig0AXxUgfnFFFguTgQ0z2Fewa8w/UDXdsy9D1D11Hva/q+R0qFVBLvBUrl5EU2RplA0N6lVKhMkxU5ShI1fBDCo5RCyhDWqrVGRu66NWZMMjPGIJVGacXQDzT7PdYYpFJopcjzHC8lzoUolW5f0+xrTN/jfbAqrHPYwYAQKKXJMo0HBjNghgE3GLq2Jcsylqsl1nqU9Gy3W168vEFnGdZ7nl09RecLtp9+TLO7Z7G55OnyitVqyf39Pbv7Pe3unl3dkmcV51fvcPbOEy42Z+ybPU7v6dqGwW+pqorOOBZScb654Oz8KavNJV5qbu/vuL+7oe5qzlcrLpZL1quSXAucdygBWIfpG6wVuMwjnMcNBuehGwz9vqbvB5zztG1L3XbYODbzPKPMMsq8QBcZmZYoKXFSoKREehkEw6TGjuPEM4H/KfrxsfF50PzD+X1KeByM73jRQ5r99Wh3bAEca+CPoeW8H3Oj4TEwPnWvBwrijNqZOvOw+94fZlkcz/jjawUD9vWKLvwhAP1DbEwRI4/vPwfVY805AdhnoUlEHOCHu05S9EC7P5DyU4G1eWEo7/2DapdhoMfBe0yPPHL+x/qbrvEY8IffA+CfMv9Cf4JjNlAuUQObhQaG6A9o9jWvPv2UelcjZYYqVpTVBTpfgNTB8JUapXOEzKKWDIXOEFJFH4vHYXH02KFlaPcY2wIWbwesNXgfNFBjBvAOaw1DP9D1HUoGntz2hrZtsdZSliVSBG3eOYsZBtquwQwD3nu0LlgsVpTlAlTgldt+oOl6irykKBZ429AMHYMVVMsF73/wZRyOpxdP+e73vsUPfvB9niyfYtuOFzfXbM4uee+DD+m6nrJc4qVm37R873vf5/7mOfiW5WLNO+9/yNU7XySrFizXZzihWJQrXmzvuXz3fc7Pzti3HftuQKucbLHGAbvdHf0wUJQVFxeXWNOz73oG66jynKIqyJRASofMPMbUbO/uub/b0ptAgQ3G0JkB0wcHrRACrRV5lrEoClarFYvFAp1pjLNY/JikJZVCO4vz0RXqPdJPGu9sZpyed7OxOY6zGXCP88lPztbj6Lr5HAJiZkYUExE7R3pkNg+O50VoKmjDTNFI8+OFP0Le4z4faf0PBNloER8qiweCYzwmHi989ClNgiH9C1aJH4+Z9260dsZ+zO/o8fY5B33BhPCPD6j0e/rpwPQhPsyj4x6TxMffD0XwTAgccGmnwfZYU5nvJ2MkiIinn6ehRyv0pIVx3L9TA/zYCpnuZNrPjZTPbKLEe00CJ/0upURKiZIC2w0Ir7m8ep933lugdInWGo9ksDFFK2qBxlq8dwzG0Pc9TdNjrcE6T1FWFMWSLF9TXbwLUiG8Q2cKneVB07QGZw14i/cGbw3Nfsvd9XPu716yvb+mbVucgSwr2TcGoQRFXqJkhvEOj0SrDGcG2vqeen+PEAqpc1ZnFzx5+h4XF1dordnd39E2H7Pf78Ar7rd7hFR84b33+eC9d7m4XPOLv/iLbLf3XF9f893v/4Af/vB7vPfBV3j2znu8++675OWCH/3w+5ydn6OEp6vv0arE6oIsy3HOst/v6cyAj/SWtY5d0+FRFGUe342lbvbU2zvO12csKsVud83ddhuKehmLVpLVasH5asl6UZFr0FXOs69/jc1mgxCSly9e8vHHH/Py5Qtub3dIIdCZpiorFlU1+h2MsTRdBx50UaB1TlGUqFwyGIfxDueJfpPRjH0U4I+B+rF2oCUTZ/spznq275z6HMH6xDmP54cfNevD4AApDs81v49T53zdfUx+hENLPigix1XzAlA7l1K+4ub0DOAgEmeusI6C6uB8c7vg8fY5B/2oNwsB/vWOzIcGYmjphY4P9BFt4PHznRq8U+w6TI/51LmPPxPgn6J9HnbBHwiVU+2xc4xawmvvMV0mRjzFv+WRFuN94LRtZ7i/vqXdN2RqgZQOJR0SjxCOPA9Emo/0kfcSYwyd9wjpkNLRm4FMeLQDup6+u8O2OUW5AARD7SmqCqVKPIKuHzDGMJiQOap1RXX+PtXmHS7aBmt7nB3w3tGbHu8dbjAIHH3XMPRdcJwZQ9vs2O/vaZs9AqiWKz740pdZVCs2Zxva/Y5MeJR0XF/fsNwsefH8E957dk6mBO8+e8p6teL+/p4fffwR1zfXGGupd3fod99ht7tj5R1VJnn/2SUvhGUnBQJJX9f8/rd/n/OzM86fPGXfdnTWoIFMSm5ubhgQZHnJsijY9x25hKvVku3+nk9ffBwSq2x4Fs5ZpHc02wp7fkFd5KxWS66uniCzBU1ncM4glOTJkyvKMudyeUfbdeH9qgKpFULI4McA8qygrEqW6xWb8xWqkFhpsd4gjETiUv4TKdlqBLqZbvQ6Dj79/kAhOhzU0/g/2v8BNTr+LYicZFSYjq3c15xrroW/iRB/pE3H+ZHy+iz01rykzKP+jCMF81jjn5//s9zD5xz04VDbP/3z8a9v0oTnGu7pNnuB/jDpKmngc759sqrSuafs0c9K08z7LiBkfj7WuyNN6LgfY1zBjIoSJx6Unw2muVCcC6pE7yilcM6TZTk2c1gnwFiGYcfdnRktKiXi/jLw81JKtNKsiwKKAusq2ralbVqc79FZRq6hFEGzlErhcHjXhPjzfqDuOkK0ikVJUFph+4G+75DKMzjHcrlgnZ0hEPR9hzEdwp8hPThnqOs9al9gTI90Bi8VGZ52e4cG+lyjlODiyRWbsyU4w/Pnn2LNQNvUIDzn5xuWVYWzA9/8+W9gTUNvoTdwfvYO2/t7fvj7/y3f/s63uL+/wRoT5qtQrDZXrC+eIqREOUcmBIP3LBcLBmvp+o58UaGEQfsMhWfbtFjr0UKS6RKUxRtDVQqs6dGmRwrP9c1L2rrGW0tRlpxtNjx7+oynT55QLSrKUpBlmsv1hqHraeqaoR9AZug8JytydJaj84KsyMgXBUUuQULvB6wbGIzBGXeg4EzjJ/x3DEUHGbmnqJCDcT+eaDrmaMtjlvR43lm2dNKUT1/rcG4d01Kn6NHPrPXPQPr19zt/fkeCh/lcns558CyYWIxEI39WgfU5B/2gJR04Xg4ePryWB3lNO6U9H5qBCQBP7z8fOAempY+67pHZ+mN07FB7YbpvOTpfT5jUB3/M6awTIXCz6eTiNYPlG3IbgsN1qguerq+0YrFaIbzm7m7P9fU1XT9EkJdoKYNjVGvKImdRFmiVIZ3BGY91IbtBAVWRB81MSjKVUZUrzq6eUVQLuq5nu7tnd/OKth9QuqJcnmEHy93tC1x7i/AOJQVSas7Oz5FKkucZy0WFMQPPP/2Uzgz0nSHXCl0uWOLp9luGvmVotnz0vd/jk4++Q1FUXFw+5YMPvsjV02fI5YLzs3O+9vWfp6n3OGe4uHhCXuQs12vysqTMM/bNjn3T8/Tpe3zv+z/ixcf3fPvbv8f1zQust+TFkiKvEFKzWG/IipJ+6Lm5eYXxoVTYHmi7nlIpKilhsLSuZXAWpTXGD2RZzrosGJxB4jlfLHj56hX3/UDbdZihw9T7wJEDWkpeevDW8uTpUy4uzpFiye7+lvv9nma3xyMoqow8K1B5icxz0AqvMxCSwYMzhs4OWBuzgWfAfjw2DgFnhKST2u7JFufySdyKoHdqkZhTLWXgy6T0nNhXjH1LEW5wfPHXaereT/Vx0j0F+ua0cDvg9I/7E5A9WimT8/bIgJqEwcwSf8wH8br2OQf9w/bwwYnRGRQWojgOr+LgQcKhxvs6h88DgJ8Nckj0WTyrnKR7qiEuY8zQY84XjraF6p+hh8eWw3F/Puuzmj+LB1bJ+Dxmn0eXSLHzo+YTa7QIXyGEIss0+12NbTv6YaDrWtqhBx/quSg5WS5JGBoXlhMqipLz8wuePn3G5vyCcrFCZzl979jVDbd3W25ub7m9uWYwFuNtcAJ7gXAD5WJJWS1pvcUPhoWu8Ajq3R7TdxRac3l2TmcMQ98BktWzd6hWZ/zou7+HducUWvD81XMGU9M3d/zWf/MRm80FX/vaN8hExuYLX2R9dsGy0ugs4+LigsvLK4wxNE3N03e+yKYfKPKMp1drfvfv3IO3rJcbLi6vePbOF/jil7/KrgnX/8EPfsBut6PcrGl3TYhkEoqzxQKtFHXX4jwoD+fLJTpq4G3dkmU5GZ6+a7mtGwZA6YxKKXyWYXSOMT04S70Lgq03A42xbJvwTtp6S73dYocBpGaQFiN7lJGIzKHzktJpWtvhbMPgGoxw45KIwV80T547rcm+nnoIezykWQK8hXE48wmk4+bj9+j6D4ROOpbT2n7CjgSpU2m4iRI9BdIPfID+BF30yBN4vSBImOKmv+K88d4fVN4c6d7ZVX5cSupzD/qnqIzTHCFMqDUzOz0H0SpCpLJib77eqW2jVI/XEI84tCYQT8r7aTomDTvigBkH6oljHvTtAMgFqULXaUtgcvAeCLT55yMCL/XBeYFQiqxSpOXisizHtj3e2hBzPnS0bUvTNDRdS9f3DGYAa5GAzDRlUZBphfIWhUc4B95hhz13d/e8+ORjdttbmmYPXYewBkwPMkNlJQiBxAYuXym8FGzrBueC41g5y7LIaOqaq8sL2p2hbhru71u8kHz5a9/A9i3ny4o/uVmx392x322pqoL/9nf+W37/7/42v/N7v8UvfvNX+NrXvs5qcUWWZbzz3rusN2uUUvR9z7P33sE5R1PvWSwKbl79ApqQLat0zhe/8nU+/OpXefnqhu9959tcP/8++92O7U2OE5Ll8oxSCypVcX62IssvUVozmKBZP7++5t4MKJnhnQ0WWDTnz9Yb/GIZnnnb0aiGftCYvqFpduz7mmYYqI1l3w4sFyukFwxeUrcd3XCP2O0oygWL9TmL1RkLnaOGjqFr6Oo7etfiMoHSGUrrkC8xG1qPUR5BsRJpEMft4yg9sKSnORx+fR2NMtdy5+0UDTMHxcfONzvpwYZjIXKMOWI2sR8KgrmoeT1lNG2fBFwC9DnQ+9n1xEyJnNNAP0773IP++JDEXGqfAOU0YIQYtX6Y6tccv6xjSuizcP3BbHy99u1mg3giUXgA4kSaZdSE3/wopmvM9k8vXaazxIs+FBKnyxnMP93DxzKWswhZpsH8VkKSrwpUodH7jr1zNPsegWdRFJRZxqqq6LpuAn1nyTPN5eUlz955h8unT1kvVxTlksE5dtsdzz/9iB9+9ANevHhB23cMgw2ar9LITCGQLMqKs4tzFuWCIivC+84ylNJUSpNrTdO31G2NVhIhNauzJ2i14353TX9/y/O7e+pmx93ZhvLrX+cbf+yXMUOPAr7y1a/xt/+bv8l3vvNtlO8Y2i1V8QE/+42v8/SdJyyWCxaLRRAw+Jir0POVr36Zi6sLPvzwS/zok+d4oXj69D3OLy8oFxXaW+6vP+Xb3/4WL1+9QuY5ylnWZUZVPOHJ1SV913D96iWvXr1ku9vRti0ISbbasDm/YlEtgo9FapTO0DoLOQrZHrQgtyVDX6KLCkGwNp2Drm0otCZTEu8GnOtAQpZnrNdrqvUapRX73Ste7l9S725w3lKuFqzONshMhxIXMWrnFAc+B/y5Bitm9GsY9xwg1TFl8plaAtdH9j/snz/q0ynwF2Of3JwuflN/HsqfcWOi2uY3++i9psv7cG8u4cMjVtTJ7bPn8abn+LkH/UOqZoLHU1r/BNrTTSfOmllddjcH2hOWxOH5Z31hvPzRSzvBwafrztq8xszIyf0Yz+JAo5n9l64njvY5APbxET68YurTRPH4k9bJ+E9JUIJFsWC1WHF2/oR633B/e0e7vafrW7w1aCEoigLyDCGhKHIWZYk3ht3dLW3b4uUtbTfQ7LZcv3rB9avn1Pt7hr7F2UDp6GrF2WJDvtmwXK5ZrM9QWQFCooBMa6RWDHWNMC0XmxXvXa5ZLJZYN+CNZSsd7faWVy8+pd7eUGSC649v2H/wDqvVBiUl680K4T3vf/ABP/zudxBK8TM/+3W+9o2v8/7777BcLSnKgqoqD55v3/eh7MKy4tm77/Kjjz5h6A0Qwh2XqzVPLi8pFyXWOup9i/Gey8sL3nvvfawZ+Ju//p+z22/DCxAKi0DmGZvNBWcXV+RlhZAKIVXInM1yMp0hs4yn8l2yLA9x9oOh7zvaZsf97TX73RZvDNgGIRTrVcXV5RlearwXWOfY33/C9v6aYWjQhWaxWbFabygWFSrTSKVP1jWaj42pzeZNUvaZFJ2Eqa8FKH+Y7X1s2U9W8eEcfqB1k7RhP5svD8f+Ic0yLVic1gueUz7HPgwhRVgJbQ7cs2dxqh1r/+nKp9oY5HlE8ZwWSKnvr0eVzzXoz9nw2fs+2U7x1gl4k8NjDnqjVXD0/bj419FVDiRyau5NAB7fwylOcHbqafvR/RxOqkjjjNvTRDp99fEcse+nhELqIsnpK1JFmhP7eXDOI6XH4tBlxmpZsjk/48mzd3DDgOlabNfjhg7Td/RNTVPv6fqW/X5H2zXobYbQGdZB3Xbcbbfc39/Q1Dv6rsE5F2mFEqcKGi9B5FSqpOkG9rfbWApBUGQZuVYI2zPYDmn25OfnLNYVT959RpFnvPz0OXLY4br3+dbv14DjnXeesS5XvPz0OV/68oc8efIkCJD3nvHLv/zH8AIurp5w+eSc5XKJ1hqdZ2ilsHaqsJnnOUKECKciL1ivz3j+6UuuX11T181YlK2qFnzjF36R84tL6qamKAqEg77rePfJU7r1mqZtQWqKasn67JzFaoOQirwsUDpH64Ju6Njudnggz0oWiyVnmw1VtAQGM7Db31Pv32V7d8v29hVdfU/b7hj2d3hvEZEKlELicOTaUy3WlKsV+XJBVhbRqlAIeTgWD0Dv2GI+/jZXiGZKSnp2j7ej8TyneR7RdOf9m4/dCdLDRDxW7ubHTRo6k5Vy4nrHQiiq4EedehjR9NrzcMQOzE81/3zMEkha6d9LTV8I8V1gC1jAeO9/RQhxCfw7wJeB7wL/tPf+RoSn/K8A/yRQA/+c9/5vvPb8R1r9m76nljKRD/SPEzxg0vrTvsf7H9M9E+CnfZJ2PR1/6nGfolKOr3nKl3D62FlfxKzPs4uf5PRPUFrphMdVNdNzf8g/ukjxSHwsZua9RxaCMhOslgVKLvEeun6gbzv6pkHs93TiBmNvafsa0/ZAT5YplFQM1tJ3A0NvAqXjQAiFFDmZLsmLJZuzC548C5SQkLCpa7q6QVjDUO/YNXuEsYEi0YIfScl3FwsWmzVXV09Yr1Z88IUv8Oydd/jwy1/mu9/7HrvtjmHoqff3NPWOu9s7FlXBxdmaoizJ85xMqbGAWgg/VUghUblCCEHbdmRZxjAMaKVorQPr6OqGVy9e0XU9mc4Ax/l6xf5sw/bmBtd1qKHn+x//EGUNyzzjd773PawjaLqxsqXUOcvNORdXz/jgix9yfnEFQrAqK6TSeNOjqCjznKoIeRFIy6oqUFKglURrwe0r2O637JsGvCWTGqkFmVYUZUW+qNBliS7yQOeoYFFIKUlLJ57SpF83do99bgk/H60//+AYPykfD2TAFMMeamJFxe6E1j8eM1MKBf5RZekzgfD8On4+D4+EScIwDumXB07d9DxeA9hiti9+cvCOCVyPAdBR+/+Fpv+Peu9fzv7+y8B/6r3/K0KIvxz//peAvwD8bPz3Z4F/LX7+2O11TpGg1c/AS/hpdZkT5zg4fqb5n3bAxJErorNGHA6KB3aBmH6ZL4b+4PxHE+jUvR1sExwspzZq/EfHPbAUjn4TR8/k5DHHz8h7wOF9qG8zDD2NCDSBMYZcW5Qu8VLRo9gbqAdHY6HzAiM0sixYLhYsV2sypWn2ezrraLsaa3qs8GQ6Y7nasDi/ojq/Yr0+p8wL8iwjE4J8qfDWs6v3lMs1l+eXSOEpi5yyzEI5YakQWtA2DXc3N2xvb1mtVmxWK37h576OtYGaWZQLnPXstzv80CPsQLPbsV6vg4DyjkxmCGSwLBaLWGPIo7Uk1xlaCLa7HULA3d2WFy9eISjIMsnZ2RpvDfX2jv/8//nX+e1v/S5917ApM67WC8zg+LQJ0TZVnmGGoIkb48AazM7yav+Ku4+/yy//yX+QX/oTf5wsz/jOd7/Nb/zmr3Nzc4dWGUplFGXJYrkIdZCynKwoKcqSrhvoLMhigcSjhCPLFFWZUy6W6KpCFBlCqXGMh3/TKl9SylCOIYLT8Qh5TLE65q8P9nkj3x7PzcO5M47pI8vjdZp8Spw6ro8/B+SJ1pUzED5BHR38dsjXHwiOpB2e6k/8W4YfJxrHn+Do4+9zvDl4Vv5N1lNofy/onb8I/Gr8/q8Df50A+n8R+Dd86NV/JYQ4F0K8573/+LOe+HUaxYH2P1PFhZzqVsDjggI48IbPl2yZg+0I8+L4t9NgGaT34UCcc+zB6cqJY3gwQR5aOTLcqz+8tjh1v49YG8nRnZSEYx9Juta8b96HDF3nHNbaEMIoagQC5QTCgpMa4Us8wemYV4tQHEwrhFDkyzX5+oxMVlhVsGh2DH1DrgGpyYol5XLD+bN3eHJ5xbIskTIUXDNdj8KzLAsklquLc86WFWWuqes9N6+uefniU14+/4S62bHbbQPvbi3vXJyxqSrWywXf+vgFWmboomRzfsk//k/8Bc4//BCtctzgaPYtCsVO7MmLAmMHlNwEPwWgdViQxHmHkJI8z7m93TEMnsurK+ptR5arUDPIWl4+f8FHH31E17S8uyz4ha+9j5Sa3/zdb/PJbs+v/AN/in/wz3yT/8v/6d9k33akaCzdSZ4sVkhr+Z3f/v/wq7/6q/zSn/wm3/iFn+UXfvGbfPSjT/id3/09fue3/hbf+72/iw1rrqNV4OOzoiArS3S1JF9UrKoqOJJ1qK0j85wsDyWqjbd4IVFCxuS6w4gdOZsjo78sCYEjC/xx8OUAcI/58lNNIPDuIa3xOpB7nSAY4TrJt5N9eEydO+5c7Nv45wn24Vizj+B9rJw/9gzmlvjj9NZjtPRh+4OCvgf+ExGWt/o/e+9/DXhnBuSfAO/E7x8AP5gd+8O47VHQf5DhdwLUxn1PCIR5wbk5qM3Pdeoc4sF+SdKKkd/0PATQU30N30MPDgZfUvATZzSjVg6M0BMTaFr0wUbrRDJNx0krO+iHmPjFed9GR1ESNJyetKeeVfyGMUEAGGOwXRcqOjZNSEqqzikWG7TOWCw3FEWFNT3eDnS7azrnMcZQVgX5u++HRUycw+qM9eaCq8tLzs/OWBYlAhdqyOsGZwxaeLzL6Zqa7734hFfPP+WjH36f6+tPafsG5014FggkkjzLsHLF89tXWNPwS1/csKs7vvfDH/F7P/g+H330EX/hn/in+BN/8o/z9PKMRbVASNBa0zYtRZmT6wzTD5BN79FZQxph6/WCq6fnCAnVYsFqsaTe7bi7veXly2tQEiEs9dDz/MWOq/Ml712cs2s7fuP//Rv8xn/9m7N6Kz6e33JfNywzwVe+8S6rdcnufsv3v/09fv97P+TTF9fUrUEVFaosEYMN9XukQuCxQ0emBF54ettzP/SU1ZLVoqAsqlh22eGsBxmpPinShJk47nGMzoBqBviPgdxDKgh84rvDZJu4Hx6Zm0TLIz2XE2PRz/6J6ccJ4OfaMzPNfn6OB4B5GmDfJGyCQudnOuIjYJxqQ/vH+zDBxOvB/BABHm9/UND/73rvPxJCPAP+mhDid+Y/eu99FAifuQkh/hLwlwC0zvBYglp8SI/MrvEoMMFpGf0Y8I/V/R78Jg4+5pRMGjAPaBU/3/+xnqTTpsp8flykYeT3RsGSvs5PnPrsUqejIDkhhJgEwbyfx1rGqe/zs3gPQk7PTwgRQFWGcsguzyirCjMMmL5naGu2z1/RNDVa5iyKNVJJjOlxNlR97IcBKxQOyWA9Mi9YbQrSCkvdfsfu9pabV8+5fvmc+/trtnd3APz8L3yTX/mlX+By9WX+zt/+W3znt/8mZ1nG0DejQEsrQOVVzp//H/5j/Bf/r/+K3/7t32ep3uMLXzrnssz4r3/nezx/9TH/wX/4f+fl9TX/8D/83+MDmfHs6TlK5zgHSmrqfYOK9fudbWjqnrbvWCwrlJJIIXnn2ROeXJ2HktOdwQwd+33Lt37/ewxO8d57X+XyfMmmyvnk+acoVfLld9+jGwx119P0PdZ5hFaURcF6ueZnfvbn+PJXf4b1es2v/+av863f/y4ff/yCph+4bxoUjv32Bu9heXbG5eUTMilpu4a2rumahqHekRUVVZah/YDtHfXOYb2lXK3QVYlOC77IuDTBURbsHFhng+VRjf9Ue7B9BvgPxudMSRqVIB4qhBz1KYU1hwUEXx/eyRHYhs9EBfkHU3e6v6OrxlOd6tljlJUXk8AaKaK5pX60v5ttPz6j48219OEPCPre+4/i53MhxL8H/Bng00TbCCHeA57H3T8Cvjg7/Atx2/E5fw34NYCiqpLuyVi6lYm+OdZIT2rFYccArLGezXzpxINrx8/HNPgkvkblOV3n1P7p+2vqWx+Yk6P276c+HwyuU30KsfWIh7H+0zPwMy3/CNSFYC6S3yRAD+59pJUEXkZhI+KaqlIhtUYXBUVVUayWlPuaoe7omnusMTjr8FiMhW6wtIPFehA6p1IKYwbu7l/x8kff5f7FJ9y8+JimvcVbh5CC5fk7/Owv/HH+5J/+0/zSN77G+bLg3XffQYqM//K//C+4bvdgzMG93d7f86/+H/+vCCEolOa+c+y2gk+vaxabc764VnhR8pu/+Td4+fKOb37zj/Hn/rF/hEUPV0/PqZseKTK6tmdfb9nVPa9ebalbw9nZmtU652yzYLnUrBY5lxdnMaHKY9qBzdmar3zlQ957/0PafuBX/5F/lPOLBXYYGLo9bVuHMtG9iSUrwqInL1685MWrV/zG3/gbvLi+xgzBwmvqcIwxNi7H6Mh0jkYy9D2yKlltNqyWS/q2xbuwSEtd33O/u0VIzXq94VIIsrIgp0TPSmlb7xEu1NFPfiNJoEsP6kXOhIEYx8mxdj+fl9NyiRNfPR13kt44Qb/4NxwzO+3YD079fYIG8qNkE3B4t/NehTng3Yz38pOcGLV4cXivn7WJ5Ic4cS9MVkrqu/MczfJHTvtjd2S6yBKQ3vtt/P7XgH8Z+HPAKz85ci+99/8LIcT/APgXCdE7fxb4P3jv/8zrrlFUlf/CV786vyYBbh5qrMef03c/G7THdMf0d8p0TAD68DyCxL+LCHRpuz8673icn/X5ZN8mC2I6PN0jECfg/F+8RPiU877J6fpexXNKwI0A7xAPFltndC4cKmynho4QMoJ7NMs5fj4zcsonk9XhrcdZh+17TNvRNy1d04RwzsHSdgP7rgtROzIkYQnn6PY127sXGLMLEwuJljnL1Rmrqw9YXl3xpS98yBfee8JXv/A+7zw952y5YHdzy9/+rb/F3/3Wt/j+R9/n7u6epmnw3qOF4Gtf+SrtdseiWrBYbfjwKz/Ds3ffR+c5v/V3/i6DHViWBb/yp36FL33pS1y9d8VqvaKoCpwLPHfXDfzo0xteXtfcXG/Z7cMqXA54990NVaHYbArefbJgvVkhRYh4QliMEezqOy5WF1xenSME3G/vefHiJZ9++pzd3T1391ueP3/BdlvTdgP9MLC9v6Wta0zb8vGPfsB+v+Xufhdq4DtHUSy4uHrCxcUll8+ekmeavm24vrmh3u3Zbrfs96EMgxOSvCg4Oz/n8tkT1pcXVOs1OsvDWgPMSg6PAwDwdgScRDnMqYc5SB1sO0FdzLcJPx0rjo45ddz4u3h4DZgWrT/Q4k+cA4LyxgjUD6NsRCpZPL/n19zbJEzcdF78a/edhMzR/R3tOwL9ietbx1ge5vf+9t/8Te/9r3Ci/UFA/6vAvxf/1MC/6b3/3wkhroB/F/gS8D1CyOa1COjwrwJ/nhCy+c9773/jddcoqsp/8JWvHIHkQ9BPv50Cf3zEwwTYIhztxRSqmIBenjhezIWBFIgjIA6xzDJ+igC0QiDTZ9xfShGtjXg8qU9RmCQAFXEfKUfaZLpWvH85BlXOsFuM5/NejcInZfdBWlknAPE4FJ0P+3iPi2uhejy4+YBKmlQ8Jp5vfHZH1kfqjwfEuLh4PJf12N4wdC3ddku9a6jrhm2zp2sD8CsU3lr22y1tdwcYMplT5SVD5PyRGqlzsuUlOs9Z5DllnrFYVFw+e8rXP/yA1aJEiujQRJIJD1JQVhWDgdVmzeXlBV/60ge8++4TjDNs7+tA1QiPsZ62GWgbx67uqOuB3a5msynJMs13vvsJr64b+riwuPXQmw5nBhRwt71DCMeXv/xFfvmXf44vf/U9ri42bM4X5JmO+Q6SLMsQIi5Yg8AaQ9223N7f88nHL9ht99zc3HB3c8PNy1fcvXrFp5/+kB/96GPqug7OdOeCsMxKqsWavMyjn6XHDH1YAnEYGMxAP3QM1pBnOYvlitXlFZvLS6rVEp3nBwoNpDFjg/Xhp/yEA7ohafsz0BcQEpdi+yzg733KoHUHqu2jYDlSJ4+A/vy8j4D+eD7PGPZ58BtTDSrJ/B7Gg8d+HAiy8TfG/p0GcmbWQdie5qR/sO9MUM22hf6L+K48f/c1oP8T0zve+28Dv3xi+yuCtn+83QP/wk94LWA+CA//Pt5v/tuoDc8dpGICWAkHAC4j6CqlQr0RrcdsxyzLQ4KO1sGMjt91Fpbv00qHkgFCgEyAfSQkZn2e+i+QYkqCSaAuROCI0xKCI10zB3viOJkJjrkgGCeiD96R8N2RFru23s0icTzWuYPInOBYtTFW3WLip7MWF+P27QzUR1Agah0ysKrj+wmyCWsVsigR3YCXHhGkDM5YMi2CIxIb7zlnudywWa4x8Z6auqZpGuqbH+KdY6czysWa9dklTdtyf3fLalGhJZyt16yWK548ueLZsyve/+Bd1psz3nv/Ge+8+4zzizNKrWm7jrpu2O8avABb9zTblpvbe/b7nm/93ve5vbtmGHbU2wZrerquQyrF9v4WZw1lobi/u2HoO374yXP2Xc/m7Iy/9p98hT/xZ3+VP/4n/jiXlysuLkqePVlRaMFqvWC5KMiyDIC267DWkWc5z955wmq9RCpwdggVQvuWVXtBeX9PN/T0ZgjgqgS2r9mbju2tp++7WHvfxeUOJUpr8qxgdXbJ8mzD8mzD6uyMfLEIETxShpXNCMBjnQtA6AAh8dgRyANYuSmKx0f6xs3IxEiV+Pm8OwLVB/M9MfaC0QI4ud+oUcedZ+PsmPIZ59rRtkOAf3idpPQk/srP+FAxetQmJeqAfnro/Zh1IZrVHsbou1Hpmu7mlJA80PJdsj5SH9+sxH+uM3KP2wj2PAT/9KKPqZCT5yFo9SqWAtZZRpEX5GVBUZZUVUlVLsiLnKqoKIoyxIfneZw0OXkWap9orcmzCPZSoqUefQfz9WFHk3XW3wTUSdjMtfXwT6JUSo6ZLIRkwRw4qCK1MlkO8TpiKj/hfVz2zvlYOTFo/wnovY+LpTiHs3YMxxwiaFgTQg/Dp2EYDL0JtdbNEBYatyZ8GmvwLggN512gd1w4H8KT+RzvPWboMUNB37YM9Bg7MJgO4aHUiio7Iy9y8qpisVqTlxWDGcJi6FLS9T1KCMo859k7z3j29Iqv/MxX+eIXv8SzJ1eoPOfs/JzFcs1is2C9XlOUBcvlYlzDt2s7arOnH4LGbuK6Pda6kNyUS779t77Lb/76b/Ibf+s/4353j/KaJ+cLzlYlbvA4PHf1Fi0ESgjqrmXfObysWCw8Wnic7ViuC3pj+c4P7vg7v/0drj/5IV/96hf54INnPH1yztWTM1QmsSYsXm4GAx5WyyX26iq8WKnJlyvOn7zL/e0Nr1694ubmOggL5xiGgaHvUd5jXR/enbUhoigvuLy64uLZE5ZnZ+TLBbosII3B1GbjNs2Zw2+HmqrHj6WF/YESMNfEg5UZgCpQfmHcuSBgbBAozvlxPII/AOdJ8TnqTVxA5TFaaE7vJC38WJgksH0oDGYKZ5pcfno2hz06FkYnNHU/t6DCjvOnOlfUDlAs9Xt+LsQkGJPg5fXtcw/604uePcwxYWTGR8s0Ticpm7T7tNyfVBKpFVpnlEVJVVWUyyWr5YrNes1ysRyXkCuLsIxcnuUBYHQAdqXU9C8uFKKlQmQaodVErcO4+DjWx0zWmTbENMCEFEidLJNwTBAECikTLSWn/WEC+fScRLRqoqY/WgnIUfNPw2ESluDiMBrNdefwLoZNRrAYrJ+EQBIExgRwGYaH303goK2xcdvAYHr6fhgBqe86mnqPViHx3RqDMQPW9JjBgXNoGRZjqaqKs8sL3v3gA/JFRa5yvHdYY+n6lr7tGLqOssg5Wy1xZuDu9hVlqSmqkt70lPuafJuzXq+5vLzEOcvClqhYxwYUbb2Pz8DTNC27XU1TDzSd5YtffZ9XNy/p7Z/mRx/9gOvrW26317y8eRkziAWdMxQiLCreO8vl5QXvXP0cf+of+NP8/C/9PJdPrii1pWn2COtYFBn63Q/oB0ndGH73d79L9b2M8/MNWaZYLivyIqPIc0AgtcYLqDtD0w9YGtCKfFGxdGeothsFddd1DH1PWVmkVqxWq+DU3axZrtdUyyVZWaCzUEEzKRpJKYkD5QH9KBL9mAaQnwNW0lwjqM/A+/ifSxZmUgaiQhDGnJl9d+OKYdaaqJTYeGywNsOEeajknuLCDwD5hFJ8sL4E067HQJrwZbynUyc76suBBXBE3cyvdazVH9+HT1YHINzh75w453H7fIO+92EhBO9xif+em3BIUqZrAq5RGyZw4JnWFEVBWVYUVUW5XLBcbdis1iwXC9arJcvFikW5iGBfoDON1JP2Phc6kxUhRkB2ApT3eOPGCeLxQdMdtWd7MJhEpGiShi9l8gFMfwdfhECoACTBd5DCJgPky9ECEEhH7FOihRQKGbbJaV+PH2msyekchnF43IGfdpGPtz4lYwXgt85hrMOYMFGTIEjhl2nCmmGgj9tNXCc3/eu6LgBT19HWNdv7O25evuLVy5ds7+7o6gY8LJZLzs/PWa5XobKkVOS5QusC7z15J2m0wJQa7yytHxB9DXvF7rsti3UovLZZNWw2Z2Qyo6s6+ixDurCO72Ati3LB3f0Wax1FXvDq1R23d3ua1nJ9c4ezjne++CXOnlxxf3vLy0+uef7pD/jkk+/y/NVzdrsa6S29t2gyVqsrLi7f4/0vfRGd5bx6cUfXGm4Xd1xeXGDbhqEdgqCTcC0txvQMXU5TN+S5oiiycQxYFzT/3X7H9atrbm5vQ0hobxBCURQl3ofkNQhKw2KxIMsyFqsVi/WK5WpFWZbkRUFRBDpJaY1UEiWDIpMUpDHA4TE/1glLOlGm+Bm4RysyzR+f5vPMsnTOYf2kZIzKRho7cXz1Ji2dOSkRJlqaNu7nYjXYUGY7jGXHkVN3/G8WHTPOzZkKP1JLPqwjEPidkU7xyanNQ7AN+PTQWhjPx+G+0/M57ag99AeA8GLEmVPneF37fIM+h5TO9C4mDSR571NWnSDRNoqiKFgsl2zONpytz1ivN6zXZ6xWK5bLoNUH6iZOgLHWCMHcnYWvpXbSaZn66UKSjpBi5L2NcQzOjgN8/mKFkDF2PpppSeuP2r6O5ouQAfjThEumeKqNIlSyDJJFo1BSIpVHReEngqcwWghE/4ILmZci3ktQhUY+N2hkfpyEzrlxAgYuP/K7zgaHqRSILCNXKkzmPJ+oopnlYKNw6KN10PU9bdtS73bU9Z56t2V/v6Xe7Rm6ATMM7Pd7hq5HAnmmg7B1Hu9FXOtVkOc5Ukr6QbCtB1arnH5wyHZAyZaqCkXThm7g5vqOLKsxxnB3v8NZxW7fBEeqDSWd77c1+7rHC+ialv1uT9/33F3f8vz5p3S9Rak1Z5uc843g7u4Tru9ekBcVVbWhbQ3f/c53+Pijj6kWS55cPkVnmvfeeyf6b2C5rFitF7RNjVSCF6ZjsSgpyxylQ3CA1grjHXXTsN1uabsQemmcDRaeliiRs8yzUBdIa7I80JFyBuRKht9UeHh455Dek0tFnhdkWbRk0ziJY0nOwF6dAv4I9pMFkOiGhyCULMlJQw7UjIv0UFIqRgXDugMLMwiBCPxp/KSxZAIdNpjJ+jQ2CophOBAoIxUU6ahxHicQdX506iKIgQ1pridQn4TZY59zSmfU8P0keE6BdWIEHgiDFP79yO/za7+ufe5BP7VR+sVRNWr0PgEYYyTEYhFqnq/XazZnF5xfnHO23rBeranKFVVVkRdhQui4OIQQknm2bQLe+QM9juo51n5UjLhxzkWHz2SHWWOiU2ziz2E2cWaVDFMbtXh5eB2t1BgxpJRGqgn4lApCIdyTQCkxEy6H/U+TWMZQTBd+DGPc+xGsx8lmBvreBA1riJPKGIxxo+l9SoMZ3+Ds9jKlEUKR6ZwiL1iUFevlmq7vqPc1+/2Oug7VOdvdnrau2d3dc3N9zcubHUopNus1m7PzEE5ZLoIALwId52OBNLTC4Kj7lle3N7RmYFFV5PG9SylDApXxDENI6dnebTHGIZXi+tUtbWu4vbkBPNvdnvv7Lfd3d3hvMB68sHRtgxDwlfe/yupszScvrtntW8zQMJicwe4RokNKwfNX3yXPM/CezeUl55szlIasyKkWFeLOk2U6VHxVEqUVbmYxBWBXVGWBtTqAmA+KgyMIaiHlpGE7h5cStEZGhUNCdNCGheQH73FGTeNCHWn+UdGwUekAgvWZAH8mCObj+EHwwlxY+EScPCRHfOo3QVCMFnO0zIwJuQwB5M1II5phoB/6sFSmGeiGnqEPq7qNlmbXBwGRKCQTfV3eIWLUmpgD6bhyGCG4YOzhKbAOv01gnzY9jN55ANRvAvPRYDkF8Ml6eBPR9IcA9E9p2TI6LwLQC7TOKIqc5XLJarXm/PyczeaM9XrNer1htVyxWAStPlNBq5dq0qKJA1OrQIkk4E8thDKO7yT2y00Zrh4sNtZ/jxFAQqKzMDm1VVijRy0jaMpu1J6dD5oOPipNSQMY58rUTxF9CUoqpArr0so4QROF4+XMjyFDwlSij44ntRJiFBDp92R+J8Af7EDfDbRt4OK7rqcfOvoubJ9rWAmYrLVjXloKXw0apBwnfljjNjyrtMykwJPnGmdL8A4hQhmEarlktdmwuTina2qMNWilKYuSoqjI8xzEVNtea413ITegdw6lFPu2Rd7dslwuOVutKLIcLVUAia7DDJ6uHfAurFtr+kAV3NyEjOLt9p7d/h4tFJkcaNsBbz0aTbG4oLr8Av1gULLgwy88BcAMfUgmW5aRrvHoXLJcVtxtr/G07NsQIYWALMuoqlAaQapQ1M4YM4JpcGCrOH4M3vvR32TjqFXpd4KTfqwOqnXwpyhFleXkRQGZw8khjOEYPSKiX0KnCLao7ctjIaCmcGXiOEpjK83XucI0OkiZUxnz8sNiNi6iZYsg01kc2xPN6qLAMtH6TPPKzPxKgzH0Qx+imIYh0Ip9Tzv0dH0Xacaevm8nWrJP9GRMkJsBcbiVh9r9sYY+UkX+NLg/pGtm4Z3H21PdLj9jHNIz9RHk4+dYPv7/H+gdEZEwsM7BhNRKkec5i8WC1WrF2dklZ2dnrFdrNps1y2XQ6MuyjPyljot2F7OVoKLoFITqggiE8CgVSgoAIIPm7kw0O70PwiaCl5JqDNjy3iO1iiA3ZRArp4M57cEZN5qbfd8zDAPOWryxHDu9BIRcAjXjVI3BzIphzSff3NGWIoKUnDR9KYMQChFLCqmDo1RaFSa4StYNMYoiLvTsidV9RAjHs0HD6ruOrmnZNTV1XdN13XhPyZyeP2MpJEIFIZVpPTrIg5WkI6gkwRNWzMqzLDwfGzTvYrmkqKqRyvP4ILyyQG0QNd2u60bLDyHohwElBJvlgq7v+d4PfhAAMwpRIcO94T1d1yOQ7HZ76roGD53ZstxkfO3r3+T5pzdIocErrPH0/YAQku1+x4dPngWhk2myQlNVFXf395RlyNaV0tN2Dav1gvfV+3gfuPr7/T68d+douw4Xo58SvQEh2gURNE8pJUVRhHV0tcZZS54HIHdChBwAEfYp8hwdQTzLcvI8DwKYoEX38V0FjTlowAn8tcopiimYYQpqUHH8R9BXEqlDuHIW3+l8HCbKcFRy4r0e0z8pR2W0MmbCJJ8rJ3HfTEoyrcdnZ6NzeLAW6wLnP863IVBDo3/JGNo+KjCjFZCEQUvX9dGa7YOlHumm12rsAQgeBf1Htfv4/QDomRVy8/4gNj9Uug0XeYxeeqx97kF/3kTUFvO8CNra2RlnZ+ecn5+x2VxEjT44ZKuyIsuz8bgAPhb8gJRy1EZFdBBbpSIghnh7ZwmRHbkC/JjNKqKjVimFLjJUrg/M1zSZ5hRJwD0VBkTmMFagBlBaoDpJ1w3jC58DZaKw3GCi5h9j8I9MaqXU6IMADnn92QRSUuKtxSuLdxnCSKQKKfxWqRgBNYFu4D3dQWgaxMFrA1c/mCE4Y5uGug5lBPquo2vb4KiNgJKiqETUHvO8IC+yyCVnZBG85n6UFN2RBL+Kgrjre5wxFEVBrjXGWuqYcZtlGUURnLxN11E3LavVksVySb3f893f/zZlWSKAwRjOzs5Cf/seKWXgciNo9rZHaEGZFSyWFWVZ4L3jgy+8Q28sm80ZTR0sH2sdX158gLUBtIMjteDi/IzFWrLdblF5AMT1WVjspDUdxhqavsNE68nagaEzNG2DGYZxUZ8sy8jzfLRitNYBnPFIYLVchUVZhCDLc8qqpCzLANAyVADNs3x8ttaZCIaWoRvY7nbc3t/R7EOyl1RBYGY6o8jKcL4irDGQ5/kI/CM4KzlGt/lUFmJGWcpIN1lrQ2BAHOfz5K0wnhUq02E+qqCM4MO6F8aY0W+QQDIpVvjZ2IyarxSKPJNkWUFZpKif6F+zhIggY+ljtNkQBUDXh3pKbdfSd8FS6IchCoSWYQgCwkYhYm1IWps4ez/5DB7h7RPQzxW88Vh3AsC9B2/Hr3N6aTx3opMf+tgP2ucf9AUjGGmtKcuK1XLF+fk5FxeXnJ9dsFyuA0+f50ipcNbTtj3OhcFmxLx2RhMmt/cjuIaMyMSXh0SrPLdIKRkGNYJp0LhSSKTDDTZowVqOmmym5WxgeqwQ9LEKZYgw9bE4WUZYFk6iVEbfh8W2wzWHg4iHyQcQHWHp0QgxTqwE9COvOqNwEpiOAsBapDHRbJfRYcikmUmFVGIEfWc9djA4E/55a8G58W9hHTpxt85h+4Ghbema4PgMz414/Ywsy3BdiM9nESyHrusmKiCGas45ZSXE6BRelCUCQde1NPE4KSVlWdJ1Hbu7exBwtjljuax4+eol3/39byOVZLlc8tGLl+A9l5eXfO/6O+z3Nc7a4AvwnsViQdv15HkI8YS4OpYMx0upWCpF1/cIbamihqu1wKPJCh/eIT11t0XnktW6oh8apMx59eoGqRRN17Dbban3NXe3t2Ol0vRuk7BL4zXdYwLdsizj8o2LsD7BYsFyuaQoigN/ldYhQztEk8Vr9JbeWfb7PdfX19zehuUrEz2ntcYVBaKIkV5d0DVSCxRLAHGtNcqrGE0mxmJn86TaNI5HDj06a9Oqcypao1q5WII70HM+HpMCGNK5DsDyEC4O6ZGZ301JjVbZOBbTOaxzMWTYRJ9A8A90fQw3jnRQ+uyiUtP2DV3X00VFp+/7WWjpRAkd0zniAMgPrYQkwCZtfcqSlzwUBgef4s2RO/CHAfSjyqlk4G8DfbNhvTqjLMJiEc5ZujZwzEJAluWkqo9J8xNz7popTVspNXKmaSB0fUfbtuPkSseG78nJG6wH01p2ZsDjybSOIZ8ZSof6N2YwOEeMdPHj5JVSUZYaX3iMsRRDFsIHh4G+68fwszlHHjQKH6I2PKOTV4roXhJDuMcIlikczjk3lXaYO53T30loJKEQaRaINI+xDIOZBnxcDFy4sFCJzTLMMFAoTY+I9M8hv580ViXDfRRVhXah1ELK4pUzoaO1js72dB8eKQMt1O9r+qGPSWaOsiyRCK5fvMR7T1lVLJdL8Jbvfvc7dBHA8zznxaeh/t8HH3zA7c0Nu30QTGVZUtc1eZ7z6aef4pwjyzJurl/hnEdrxXK55OLykqZpRqujLAqEF2w2a1yWxxDVgbbt2O+2XFxccnNzzXK15Pknn9B3PUVVcn93h9KavuviswmKQxJ0I+0Vx10RwywTnbnZbFgsFiwXS5aLijIPv+sYhZYowTHZzgWL05jIhRtDUwdh8+rlC65fvaLe75FCsliskEBtTKTWAC+QSqNkFAjOoRAolcV8lYkuShbrXLmaR+ZYY0blJUWSWa3IZTb6ftI/YDyfnx039w2E2I4puGOuFB3X1DrIR4hzIktYEYXM2NcxdLTHOUs/DCPl00VLoOujldvsadqGtmlpm2a0chNV9gDV/KiX410ooXFgrYQvM6kZBMIBRZQsi1nEUTr+de1zDfrpJoUQ6ExTFKG+SpHlwewjxCUn7TgBd98PMekmGwdhnucAs6iWSSuem6oJlOeDNfH7aQICo1/AJuEhwksbBoNDoKNGL6REK9DICISzEscihG3mWlEsihGoA1A6bGdGszP4AIYxSmEYTf+QlZL0f+dcLAMxWwjehVR6rB1LMYz0UJxkUqngFD6IrmDMpjUxFtoagx2GkVdOzyTLsugXCPkL3ofM0DT403MtChAW+tbT7HfMHeLhXNlY4qJt6lDiQikWVajD31uLEEHjlUJSVSHBqut6FouKqqrCuaTixcuXrNcbqsqwXq95/vw5ZVny3nvvcXt7yxCtnc1mw36/J8sy6roex1zf96PGPQzQdR2vXr06mMhXV1fs7u/xzrM527Cvazywvb/HGMNyuWS321GWZciuFXB5dUXTtiMwivEdhNeWZdlI5+R5HujKKMhWyyWbmHtQVSVVXBkr0xqd58zj6sMrdNEZDH1vRwDt+z6Usdjv2d3fU9/d07Ut1nn6tmN1tmG1XiMAY3vkIBCdQCmQfRTOFqQI70Mk39fMQh2pJDuVghiF/8zpO1c20mewFBx2buH6KcCAGfiNCpuYwp3HbfEfUTjIaIWP0Us81MSB0IcoDPI8w8eQUjNEQRD9Vn0MN266hrarqZua/T74gupmH2jOvmPok/Ljxyi58XpSjhUykzKXgD9GUQfWxk/1saSYC4Ew3/DijYAPn3PQh1l4YcwuxQuccdhhwGYDPguhb8lRGxysQUvK44pAAdRDWGKaaKnOyTGwh5ecj4MzaZ/OBRCDqHkYA1LQG4PznkVRoIQYY53DsaC0BBecMpkqYlmCmK2Y9BJP5K4tSmmKGG8uVkQhELJb+97Qtj1NOzmexroqTBMjReBwRA0ljSiOrNDPcEOBlplRXgIm/0K0UEYe1s+5Sxejg0KRLGssQz8wpMSZKLRShFR6hom/lZHKkdF57p3HmkAZSCVx1lCVJbv7+yAUsow8z0YLLs9zrLWUVUGR5YCnKCq22y3Pnj7BOc9iueT6+pp3332XYRhGQVWW5Qj06/UaE4XAnFKbO9eT5peUAoC2bRkiCDQvXsSS0QQKw3rubu+RStF3w2gh7rY7NpsNTdtGgA+0g84UWabIYt7ICPhlSVlVrJbLkcYJUUtFHN+BnnTW4p0A7Bj3npSIwN8HC7au9+x2O7bbLU1dY7vgwKx3ezxB2DVty367Y7Ves1ytgrUAcR7q6DTPwQ/x2RzmtBw/vznYJ4VsVBay7KCYYTrHXFjYmRaeckeOcWK0YKM/y0Rh4r2flL2Z7yuN89GJGq+VAHdczGakUMQYzaSzjDLiQBAAwQpu2oZ9E+tC1Xv29Z66bqiblrZtIgWU/BlhHrpYliIEqxzW8vHM5iCRMvM+1gyb/j4eq69rn2/QT5y31KPzSmk1RqBIGUArDCRNkRcopcfqmSGOt4/OzxDaplU2vvS07F0bta40MPq+H2kdYLQEvPf0fT+Zm/HhKq1DxID32MaN1kOeZTgdhE0ehY+VCThipI+U0UczA+fQYXxMLRdKIYFSBQfocrUaJ/M86SQAc9pucC5EZMwnyNz5hvcj9w9HGo+dJsCxf0FKicgFDGGyW9tGZ1fHMHThex94TjP0kS+NfYiO8+BPSBEgoS5MLwQ1+9EMV0pxdn5Gs99TRK0Xa3FmoJeKTEpe3d6O78qv1uHdZTV9H4SLlIpcn1GVBcuqYrFYstttWSwWo7U09P2UhBZDIYNVlkoC2JkFZke+NmmORV6iVRael47PLy9iwTo7+loSZZN8U3lejMpJWRYUZUGRx8+imAA/L8b7T8IgjUkHGGfHsXqstSaKMAjfjqHtGNoe0xu6uqHZ76n3e/b7Pfe7Lf0wgJSURUlT15G6qFmfnbH2KXouQGXyD4xhnHMH/Ezrl6PGnB9aMUWByvT0/mbAlUIwR+BPlkJ0BI/KDZNVoaMSI8RUQVeKUAvp2Ip1MBWOmwkUn6KL5n60A959sg7icCaLCW9aajKdBd/SoqVZriL41+zqEOFWtw37toshwiF3J8Zoj+DvYxQhzuMFOC/wOPAuLgIvxxBvL2KhQg/O26i//WEG/cif51lGGSdBKKdQovPswDz0PrycMvLpKUwxlWnQSqNkALc5xzjX7BOgpcE2TqyZljIH2rTNDQPWmMCvD+GaeebxNg5I6emzAR2tkiHSA3muyfIQbqbk5DMYuVgf6B+lJKXOcfgYkxwGZCnyaMGIqCEHsDfGMPQDbdvSdgNDTKQKkThiHNh46KOWCokT9GMAwNwcn2sPztkxEsI6MyW/tA1D1+Ht5Oz11gZnr0/Ov6jdGHuw0o8U85pCoa1WSz750Y+CZjVCTQhF1EpxdnYGMGrEu9tbquWSxWKJ8I5MB+3Z24FC6+gTkBR5TpnKYEcb2nsfnmHicuN4GCJHn+oKGWPH8L0ErqHgnJkAl+gLiZ7MlD8x95uUZYmOgBf6X7GoQrG/VCIhVHPNQgix0mOmOfHdTLkQ07MZnYEphShaX8YE62sYIsXgPVoFB3miPoiRMM4YOrrZvPDjs9BDR68lUoUxYYwas3aDsziCpQDBdL95no+WWfqnMn2g3Y++qzEqxo2x8qniZ2rHNE4C/bE67ky5OcgRSFrxXDjNrFg52+eBA3bmD/Q+0DRJ+KfgiVTaItM5ed5RFSWLqgrRY03Drq6p9g37uqbpWtoY6HCsqae+eS8RwoekTh8FQaySa11MJhMOJ0Sgslz4/rr2uQZ9AaPGXOZ50HqKkiIPHKeU6sB8k1IxDBbrfKQHdKAP4j7DMFAUxUjVJBAHKMty5DqnLN3w8BLAd12HEGI8Jg3UNBGdd6OwMX1Pm8xLOWkkOsaEe+dRUlAtAiftMTjb4JzBexeskJn2Y/MMqVRIRx88/dCHmOg8lY8ILz2vSkoRAGwYlhgz8bh2iJPfRG2VpL1HAIlRRtZNoDcfiEKkEgUxbjw+x1SDp+87hr6j79oxPhrCAuKpsmfISI7a21wjZQpRFYDOMm5urqd6KjNrJpOSMs+5vr1hWVas12vE2TlZnuGLHEEoDWEtmKGlazqMDc5Ya4MAzIsMJfMxGxlByKKOY2X+7BPgBMspgVCIBQcwvZkAxJoRRBDBCgym3IzH1moc10VZxO85ZZ6T5xqtp0CEeXbrHBjm7ZR5n/6F5KUYp9519F1D3ezY3++5v73l/vaWoe8psoyr8/Px3qXSZHnOarWiWCyoVkuqxWJ0KGutY10gHzVQGbPjmSXf6VGrT8flM4tFxMVaUkRPGEtDCAdOipmfjT+i1aCmzOFE6ajIBKRtyaeV2tz6SFbEA4A9erZpfkgmIeOYgkDm+07vSUTcCvMyz0ryvCTP2vF7VTQsqoqm62i6LpTHjvk6k7U5S+QUDu+jcJYenMB5CcKF34THCQvO47zFHUQrPmyfb9AXgiKWPa6qBYvFkuVyRR61fqX0mJYt3QADkMlDL7dwkcPPEUjath01qWEYRn52t9sdcLZ5nh84d4HRCkgWQYqqSI5KpRWpaFkqeuCcO3AAu2S95DllltO1AzAlMs09/mlgh2dBnIwqajUaLRWmSwW2RARjMVoKSoVkqKIoguM78wyDoozaspgJowAYjNpuPxi6ro/+hMnMllZgDKNm1HUd+31NXe8nvjJaEZkIsdtWOJxMky48AycEcrQ4ZuVzXazAKCVDjGxJoBAEiaXG4sqK2/2WTGuq25Lz2zMyHUpwXFxcYJ0bE/OKakG5WCKkR2mBEIosWn4htnyWDDTTPOc1h1LyUh/74KID2jmHyifawDozWk5JecjmmqeIobQyVXzV4V1qHRPFYniwc5iuO6x7E63O4zYHxfQujbUMfU83CzNsm4Zmv2O/21JHPr/rutGqzeL4Ulqjs5y8CGCdRZAP4bt2jJdPz0omqm6udWt94IxO39NzAEZNftTu49h3M6El8KMWnebRWENIBqp3BPr4DlJ0zjwKxx0BaZrH8+c3p4zGfBsx5RqEDGGm6rnJQkpZxcnKi795F8Jd8yxDESyRIsuoYoXftutomoZ929L1fcgeNobeGPwwYETIF3TSjT467xwIifSh/reTEpxDOTla5cL/IQf9clbfvioX42BKzl1d5KPZI5QkRI0EoE0auveeTgyjVpwGeeLo00CAwHnv93u6rjsZtZMGhvOB2jB2INPBmei7STiM+80maeq3955WKfZHXHqyIubaxxjGKEIJhizPybSmdc3Yt7mzTgiB8W6kEPKiwPQhOSo5HJPzVoiQ7TtGkEQqzJpJwxdCjJRD6t8867aqKqqyYr1ZsNtuuL+/p7rfsr2/o9ntgkPXmjEcdZ6pO2ZkOofwkU7Co/OcumlGLjdQWuE81gVLYxh66j4Ej+/3e/a7HVVRonXGbrdjuVzi1uuxJIaQgrwsYpRX4D+1yEbAHzllYvaxBCEVSkus9SjnwroLNmeIgJEWkQmUzhRJkcaAECHXQcsJmOZOxDyGV45tRhXgwwI3ZszxOF3f5jDaaua87fvguO2CA7GtG7qmpt7v6eqavuvw3qG1Gvn1oixZLJeUiwV5GeoYBaUnvptIMYhIp86FUZojOvnbhCbL9Mjhp3+pJlBvgs8pCXPngnWUnmXIzA4JXuN5I+DLSNWl6LM0h+YO3tNUySFVM6ct07vx3h+EMs8Vr/lcTe9k7vOa00VJCKf3IqUgVxqVizE7OtcZWshQCiTLaFpFMwx439INw2z966DIBsVP4mWgfULIT6B6gjYlEVoi/zBz+klj0FqTwljDKk0hRV9n+biaFTC+cGDSyJWaFu/Yh4JkIYlKj8clzSwJhBQCCoxhn03TgPBkOgtajQ+ROtY4+m5/YBUkiiiZm6OmOAO943DHuZM0ge0c0LXWKKBrGto4UOdglQC/qioWxWJ8DkPTMrSh0FeZF1RFiRDJyW3GrM/kWHXOBYdTXeNciFVnURw4s+eTJ2nTl1yOYN62LU3T0NR1zHIcqOs9Td0Ezabe0zYtXdfS1g2m7zExGik8dzHG4I9hojZlU0Y+E4/0YdUu4wZqa8mzjL42IVIqy7i9vaXv+7A4e9+yWKyAmISnB7TqUUpR5GEcKZ2jhRirmAbwdQj8VAI7U+RFFssAxElvmcIImQDFzuiCOb8MMSor+oLSdicETk3JdJnSyFyNZQwSp50osMTcp5IGScPv+5Aw1LRBs6/3O/a7Hfv9lma/D1nTQxgvRVGwXFWszy948vQZV5dPWF+cs1wux+gmIXxcnKWPsenzkGER5qLSU2SLSoEWk0AQSgWfVCzz4JzD26l0ZaJyRXz+o/U1c4KnvyM4HIK6n4IrjoEdKZFxmz8SBvP957gzbptZUKOy4iefAEwCZ1wAxjs8DuEtE3D5scyH9ARN3Ru8M+AM3g74WLVWS0mpg/+vIwZi+ODgDcg/rVUtvQzh2CquM5yWP31N+1yDvpKSsijCIg+zkC4TTW0pNVoHTjrRGvPBmNL/lRDIGNYWtPphDM8CHgB2AummaUI8uJQxLDDDecV+3zCYIWot4dpZPEff92N0xWg2R1CHKa8g+RiSQEmmbypcJoSgbVuAEQSSFiJEKCM8Fw7JhE7XSDTRFDUicNZMMdDe0fcD+0jLQEhqS9p8eoaD8djdwHa7HbfPE4hGZ2aMyZ9bKJuzs0koxZjmKe59CHV7tlvu7+/Y3t2z3+2odzuaeo/wnn1dY02I1kgLZwSOVWCNpcwL2qGP7z6AX93WtF3D/f4+RFIUBavVmtUqJDPdr5YsF0t0NLGLIscYQ5Yb8syG+vIy1FRKtX0ksXIlACE0MrWwTsKk9coQQI3Ak8VYb4jLUnpLWp7YWjsKuhEEhQihgDPePJU5JgFLNPMT/zv0oUxA07R0XUPbdrRNPQrYuo7lquuatmtH5SCPVFgoP77g2bNnvPPO+1w9eRLXL1hSVCVZkR8IqxSi2B2ti2CGUBJCSR1DcScLSohQ/XOqIxQBWasxMTDNX6lmFT5T7H4Mw0yac6JujsE9zZExxJMoTOLvcyVpTvvM8y7Gc6ZruGkluXkU0TyCB5jVxSHUTIrrZwR8IETDuVhW3Ax0Q0vXt9ihx1uLcJBJFcp+aE2hNeWgadKzjivSxdc/JmSF+0nPReCFTyzXo+1zDfpCSIqiIlM5SiYQzUY6RsqQIi2VAp8Ss/pxInrvUXHR6SxGQiQNfK5ZJ04+RVKk33a7HbvdbuzPbucimLtxUHddFxalFlMm4d3dHUIp1usVeQT1NHFSVAYQtOGmGTXGqqrGkEYIa7sa5+jNQL2vR0ey1IplWbFcLlguF9E5zQH4Nk0zAn8Y8BIIgJ3CAbXWbNZrgDHuPdEND6KU9LS6Ut+FeO95QtxquQy/DQNN09A2TXTIBY4/JQNZG30QQoCEalkhlKAsK9brFdu7O7Z3AWjGcEMTQvBIVpAPUUxFWeD7LiQgWdhu7/F4euOCo1tKdrXifrenKO5YVWXIYl0Gp2SIoMkpypI8lvFIVIIUSaOcSnZrrVFCT+BO1LrFFFUDhGctgmDq21jB0dpRIM7BIkRa9QzGhCAAJbmf/T5aVskJacKqWPvdjt1+zy5q7uFdOayLy1Q6G5ae7LvxXXofEveU1lRZXDmuWvD06Xu8/94XePLkKecXF2w2a4oqLB+q8izca3j8EXSSE9/QNh31vqHtwnizZuLFkanQmhvpoERxHv+bR+KNIb3ysJBg0tKd97FA4tSsDVpyb8wYY++i9TXP7E2fo5PUTfV/5nksKYBgrpwlITE66tM5gwQgRb5Na1HECBvA2GEs9ZDKOaQ+aylQuSYnw/lAz+bGUg4ZhTG0WagF1MVFiXpjxvj81GVIq54dCqNT7Y2gL4T4q8A/BTz33n8zbrsE/h3gy8B3gX/ae38jwtv+V4B/EqiBf857/zfiMf8s8L+Kp/3feu//9TddW0pJVVZxIsYoFSVHjdRaEwE0RLNAKGkghWKxWIycqTGGfV3TtSE7NE3gkb9LPOMscifPMq4uL0cQ7YcBvKBtg7c98d/AGOPfR473fLMBBEPfk0ch1ff9uFCLEIKmaUbnFt5TxOihfV2HaBeChr9YLNhkGn9+wXa75X57T1033LQdu92O6m7KyEzAHMpEqymELfL7RREpJzWvy6JH7WtujSTrItFSqTaN1nqkPpI1krT/EFIb1hNWUjL0A0RqZO0XtIuKNhVlGwbcEOry22HAmg7vDEpCphVFnsV68WHiNbhROMfxFGrfxGUkIcQnl2WJwSCkAhW4fOs9TdcwmJ7dfk92cwNyKtMRwD5Dx6U0lQ6VN8PayTlZjDrROkPqsD5ySqoaefo498MzM7RdQ9d2mCGEySoVo8hgrDKanPIIQVWWaKVBMC0pGa2juSM9ZNFOxe1CdFYAN+EcOIM1w1QxcugOSgQDSGMIsZ6KcnHGanVBkS/IsgKtdKzaqiBGNqVlQWWsGZhaUeRUVShGV++DAtO1oficx8fVppJgPIq4OQinhKTph30iDSsDl+2sw6bKmdbyQCsXYtTY5wBt4r5pfMy5edyUlCkyiY85QRAEgvAeEcOgk+VgjIEYLt33Pc6bkBdjDX62XmMakcbPS6gHmrLvw7sNYdehSlFwRgtyGRJLPQKXe4zJ6ayhGwbaPqfteloz0HQtnTGTv8ePhRjC83gDrn4WTf//BvyrwL8x2/aXgf/Ue/9XhBB/Of79LwF/AfjZ+O/PAv8a8GejkPhfA78Se/abQoj/wHt/87oLS6XIijLEKesMax1mMGRZPka6WGPHbM6g/YsYd22xxtO0h6GHYYBYnJtqhSTNIpmrRVmwr+vghIsRFwkYk6aSSvfOqRCtNV76sFi3UiGUzzoWi1BVMXGD3ntWqxXb7T2L1YpCBwdXqo8uxUT/WGupIzcupGRRVbzz5ClVVYVMTBXyGEK5gmhSp7hwdRjxMa5slO47FmvLYgYwwmOGwEN6b8dJkkzhFOmRnmNaqSoV6uq6bgzLW6/W7Oua3W6LM31M6ZloKaUUXmcMmaHMM/pc02qF9B5n43q5NoSveheKWHkbV+sS4V1YMznqIUz+vg+hrM4ZnA9O2UT/GCSdmOoOjc9KBgohgXmR56gsR2fZ6PvJ8lD6Q+sQCSVVqJkwz2cYs3VjOKsUcrQs59qs1hqbErWykG/Sz+ivVE64iv4Ga+1Y0CvlPygJVZlj+rBwSNd3tDZUfuz7kPrfdx2DM9M6svEdeO8p8pzV+pzz9RVVtUHrIrx3EXwH1nl0VF4DtSoQclpFS0TNUmuD1iFLuqxy2qaLUV8G61O12MmJncbUnPoJ42kKagjKW6iKa52jN4ehjG6umc+02gT8QHhOM44/HTfRd1NWfvCDugDMQ3eYlGdDeLN1NmbTu5i3Yehtf0CjOhdj9/xEP5nZGhNjspmdxmtSODOtQ8XeWK0UBD7PyY2hzA2LoqQre9phoO4K2r4f/4X+uhH4/Rv4nTeCvvf+PxNCfPlo818EfjV+/9eBv04A/b8I/Bs+vLn/SghxLoR4L+7717z31/Fm/xrw54F/63XXllKwXq9Hfi/TmlB4S4d1bImp/5FuyfM8vAQXiNOwxFrk1aNQcHFQ9bE6Y5bnOHeoie93e4ZhCNcQ8iAyJmkHVazpbq2lyAucs/Fc0fGqVKzQGJKZVssVxhhubm/50Y9+BIQSDeqFxA6GfdOO9FIAlwytZEhGKwrWl5cjB7tcLUZfR6r9nxxe8Z2NGk+KthidizaUk87L6EMwIYIiTLxUxdONzqDEjeosG/nXJACmOHw9bgvvLRUPCxOr7joGG7nkTI91kDprGawJpZKtRec5y/UamWmKIqxXXOY5RXovdU3T9yFkdBYVlYBjdOoReV8S6HOw7xA/VVqPQMfIEiYnqUq8e4qtb9u4eE0K5ZM4xEGiVqKBkk9AKkme5WOORQJ9ay060mZhJazJNfsguiTeg5IhqUxJSaEz+rwImrUQNG5AELVTQklhJTVCGASpNLYfM1SLPGe9XLNen1EtVgipcD74b9p2QCodgFoIhCxRmUNGqEjnCBx7EATee/I8Iy8yyrKijWW1+y7QWmFQpCiqaZEhIaLT0wFMCUrJAZ7CeW1SzKJVNIZ8HtFlc0er9wH8xNwXEibHGCE1Jh+OSXlTzXwTFQ8zHJbhGGw/LvMZIsoCTz+Fy4ZAk1DvyGKjgJiHiI6hrnIqhT46vGWydIJQLIsC7xkj4Nqx7HNP3bXs2oam62hjvkyiU1/XflJO/x3v/cfx+yfAO/H7B8APZvv9MG57bPtrmxCSoiqoygqJjCZWdGZYh5cCpSXOTyGXUkoyIWjalnpfI6UenWLJ1BsGQ9M0VGVJrjR5WbCLRZIWiwV5nsfICkte5WPJXnygD6QKC2wEDa1nt9uNhZmqssJZS7lccnF+HnjGyH0rpVguFiMn3reWPC5q8ezqikW1oKpCstFytSTTWYhkiEA5OsWcBRGyjlONmrDSjwgrWfUmOnezUZNwNpRIDvx8stM9WRYm0NAbnA3x10VRjE7wTOsp5tmYg8EKjFp+SnZLfpJ5AozOMpwMWnhdhwmSksZG5zQhWkGVKoQGDiYWKZs0pSlM8jBKIzUP0coLji7hD+kIYHTISimxLtyjS9ph5IT10KNVFx2pKmY9y/EazoWqiONylqkssFZIDyJSBooAOj4pGyKsZ+Bk+JTRt4MK73LUSL0b6R+pFEQfVaZCEpfLLVm0JhPdWZQL+kU/RplJBTd3d2x39zFbPAiiTOesVhuePXmH9eosUkYt2+2eUN00WBeuCgxQDBIZ48TTcwgC1ROKfMV5pzMEs/BNGQAqcNA++l588FshRmpifHfpPQYHwBgTP2Uix4gbwFiHjM/SuVBKI1mg6V3K+L7n1ulc6x+jhRRRgRQIkSGliyGjIGVMyhuGUErcmrAmNLFwmgt+krkDeFwZL2Zwp2uf8mGMFGPMHZLxvY/WKLMkUTxLY2i7jrbvqbqWsimo25a6i+G5fU8f/WaPtT+wI9d774UQrxctP0YTQvwl4C8BrFZrlFD0XY93Ex9Yt81Yfz1F3Vg3jNUI+zasjel9qLnunKUqS7I8ByHRaNZ6jZSS+92W7vrVaIY751guFnhr2dZ7mq6l9AEE8zzDeosUkovz81GQ1G0TrBAbTD8h4O7+juvbV3gXKJM5t/706glnmw3FopoiezzBtJOKoiwCGPug2QitRg0pcOr5yAUbaykyRVWWOBvKOVSVDE5fOSUaeXxMKFJjvfAsD9y1tXFZwpkPZBiGcS3WNDG1zkawVcpTVcEU7bp2BPpRI0qJNi5w2lplOOVph6AFJodyCjcdTKxplKwqKSirEnAh89N7hshVt6If1+9NcQx+/PYZx22MZRbOgQhaXq8il+80pQoap5ISLaMTm1nkSFyrISQI6RAwcMSmTpZDqFiTnKhZLARYrdY8efqEzWaDjhnnSim8CKUlirIIJahjeY60QlTfh8inZr/HAYvlkiLPMfH5qEwzGEOzC/kLbUzyMsPA848/pdnWOCFYrs7IizJkhecSZFhcpR96SpOH1dwGwyA8TjtUpkCBQCGwY+4A4fUghCTLJFkWfDJDOdB1RVyD2MV3ZjHRwQ/BD+NcCMH1CRBFKskRV4gbPz1CK5yHTIUINBcVwVxprJ+UgaToWGNRelbDJ1JwKdLHB7U8zoFpgRYV/Yg2avyjg1lmDDL6DfxAnic/w5SdLiPvn5SgsT9uKueerp1o4bHUeZzn4+9KjMqFIljPUgVaUGUhVLbIcoq8Za81WdZRx6i/x9pPCvqfCiHe895/HOmb53H7R8AXZ/t9IW77iIkOStv/+qkTe+9/Dfg1gMurJ/7V9XXkiUsyESqwhHIMBf0wsN/vYwlWE2rgZxnVomDY9lg8q80q1O/2lq5rUdE5ig/rqWZ5Hh2CISomRUck7VxLNUa2BIetpMgKsMFRZp2ja3vIA7/aDwN126B1xqJcsFovKKuSZVzZqFouRsrKWIuScjTH5i9dSjHyj0nT7fpQW6csU22WYJYLIXFm0ia8d2SZGk3EpIUi/Kj5GxPDWXVGdqAxi8hlglACZ8PE7MYqkbMcCBkWRSnKEGrY1A1t2wYg8CCcR0XuN5Wh9TiKIkNKNUVjuFDXJYU+IgQqz2OorgIRK18ShBMSdnj6rp/S9H8MwAfGUtShQJLFOhBGMAiB7CW9Cg7eTOdkcXWxFC8vSApIWGUtOYOzGDa7WC7Dmg9nZ1TrJevzMy4vL1ltNmEsZxnL9YrLp09YrhahaqgO/HLQ9GNVSoiJUFOkWXC0xqUyhQi+l9nC9yM9MgudPc5GHQZDN/TTGECEKJ9YpC48F8HgLK5rcC1IJUIV0LwYE6JSZnGo/xMUl74LJcBtHwIfEt1V5GHZRSFEWMZwMBOtKENIZ9/1oVCgTT6RIDLHJRN18gyJ6Ny1oCDXPlKKU639kOnr47nsaEEl7nser2+GafUra20ItRWBEUhRY1KqUCBPGJSSmMFirERLj1WWwYQIKgRIrUa/zoE1e+R/Shp+ymMQUj6gIwPVGhy+Ph4vhaDIgiKgSFULMnKlKbuM/Ciy6bj9pKD/HwD/LPBX4ue/P9v+Lwoh/m2CI/cuCob/GPjfCyEu4n7/OPC/fNNFhAjLy3nn6PsWIQryIpRTSI7UxWIRNYjg9Nxut1MdbB04eSckWmaUi0UIc9vtogM4+AkuLy+D1unCQsur1Yr1asXt7S3WhmQjvMe4wL/aYQjL2VlDpjNW6zPOz8/jGqTZmKAihaQsi7GujIq+hQTuhQracTJfU2ilH4VAXFJR5yx0hRkMXRscnEKAtQapJN4N5GXImJVKMvQm8oqeLAvURAr3DLRPgVdh4uB9uBcT+uG9YL+rA9USI3XSREqOLyGmfIiwQeKdINdhdSlrwgIdQ9ePOQSJhw1JtEG7McOA94JhsPSxTnmeZYFjjg40F0NYy6oaLSLrXExZHyBasimm/g/SUsEy5xyDi/kamcNmBYX3oXRDLPampEJmmrOzDe++/wXeef99VmcbNpfnfOVnfobLJ1cIKSmrIkY0xQV54pXGstIpJj2G7SolQ70cEwqOuVgt1fmwSI+QAmcF2EhBeIHxZqQ/rDFjiGjycymlAh0RqZEs1yFUNmnp1obyv3UdsnIX1Ui/eMCalEXtEVmIVLLG0DQhYm4s0WBCwpkZbLBtpCDTIXu3jXRrsoaauuHm+h7rJVdPzlmvC7yx3Lx8wfe//wPMYLl6+pSz8/MxV2Z0ih+FYE7OYEZ/gVYamYvEYkYHbHR4OheL/SVNf8qeT9uGtITiMGD6qZKtLWNAgZnVNBp6vHDk3qOi07kPHcQ5PfoP5jTPvDxFonSElLE66GQxulh+maj0JNCXUpBrhRIF1qXy3MHCyrPXw/pnCdn8twha+hMhxA8JUTh/Bfh3hRD/c+B7wD8dd/+PCOGa3yKEbP7z8eVcCyH+N8Cvx/3+5eTUfV1TSrFerhBScr/b8erlK7p1z6JakuuM1oWkojzLMDZE1pRlOa7yhJABiACEZ+g7ztYrvAtFwJqmwcSB7bwLnHpZgvd0Q8fl1WVYV9TDfr/n5c01290Oaz0XFxuePHnC+dkZOisCPaID55q0QRXrqQzDMDqnEogiQChJXJaItmvCwLM+ahV54FeLAuMsdgiUQpaHENUUcokPA6prO5wNK2ThPW3bxQlSYE2wggI9E739zoT6Q22PNaG2t8oyhn5Aa4VQoVTsvq4Z+hDm2rbtGIOe51lMNrFjGWPrg5MdCVW5pOtCfoGSYhyI/RCqf2ZZFiKQorbTdKGsRIpkAIE1oWSEVIpcFpH+iTVw+gFnHY1v6WdhfD9pC9qyjv/UmHMRFvbQlNWCIs/ZLDecnZ+zWK54+v67/MKf+CW+9KUvxvIFFUUZfEBCiLFc9lgzX6cFw8MACBFWswQlMfHdgS+Zkm8OfBix+Fb4GiDC+eCQNNaSDZq26xn6IXL8IdJpTCzyHm/q8M5cCCcUqBCaWuQYZzG9ncoMzyLUum46RwgxFRgXIuhEpqmqEq3VSHVkeYY1Bu0VQmTjQkA+E2TLDGEd+3YHMl7Pwe3djuvrW3bNwDtdWHgmhGcHenQZLakxhDg512UK5QQ8Y3G80UE8B974zkNF3siZz3IpsiyjKsNx/dBPSZ9JbHsfqZ9QlqTt2jEfp+uC1t80zZh8N63JPS3alASYSnkhIq2EFxSkZKWn/jG+/4gfxLVBCEEhWivyTJOpY3vhsH2W6J1/5pGf/tyJfT3wLzxynr8K/NU3XW/enHXs6jqETA6WTOd0bRdSjcuSIi8QWRZKvspsrM2itKYgaL1eOMoyj+GGhkwpikUVQuLKirv7uzCZjMX0LTdtHbSqTLPZBIdqnuU8e+8dvqa+Pr4AISeTbR56ZlxwXiqpyaIG77xDkagRO8YgR49jAAadjQIjlL1VIfml7eMDDLtb65BKxMqWwc+wr3ek0gOBn2SMpNnepUXVoSxD1FPf96FekLHRYlIxkmTA2IGyKjDGUJRF0DatG0P9EgXTR0HgJQxm0uDyXDMIT17kID031y6eN5QBLstyzIlIGmzS0Lu+xwiBrML7EYiwPF3bBSsshpMWecFquYqCFEzTxGJzP14LDtgQKZXrkiyLEVEiZHE7F4q2ffiVr/KLv/zLXD19wpNnT3nvg/c4O9+wXK3CM/eBX1ZKk2k5LgwS6tDEqKpZMlcC7+RXwIcwVUgLfTM5HmNfE8COJxnZ5+hY9iFeSYqQCazLEh+FT2rWTRmlodx2T9O0mD4K09rSxYXRBWIEpaRZWufougGtFJv1CqVD4ECIUvEh/tzsA12VZ2A9u+0++m9C6GnX98F/kReh4JwKPpHBhEij986+wOU7T2nbjuSV3+/30UoSI32YwiRTjaw8z9FjgIGPOR1E52zYKlUKm4Yp4UzgHVNY5SxjWAoxPQsVwrGZVbDUXpK5LOa9ZKyWYT3lkCOQwo7t+LznZRuCxWrH7xCUpukdizHgIPkA5Ez4OxcqbqbFcpSQ5CpDFZJM/gE1/b+fLXCBQcPTsQaOlIJ+6DHOkIs4cIRA64zt9p626bk4v6A8q4JTMMa573ZtLKKkKIaQtdc0Dd4PFHkREm+ynPMyZG2m9VlVpGxkjOOWEbBTeNdBiNis30rJkGATM3aTk1iIsGiC0hIlNKgQ1eKFx3o7hsQhPNWiGh2i+BQXP5nHacWqlPTTDv1IvRSLEE/etg3OOqqy4v7uHgjgmkpMC8G4IPtyucBaz6tXN6G/NmiOCIeKtFXIMm0gcpLee1aLFU3b4J2na/sx47gsK66eqOhg7Li7u4vlM1IyXDeFrUXabIhZikWWh1LQfYy3l5KsSGsKGFaLBW4w2LhWgOstr68teNxC6d+8rKiqJetqSVWUlFVJphXvvf8+Vgh+/pd+iT/2x77Jh1/5EJ1ndEPP0JvR6V3mOZlWMdJjiugBsL1lcMOYIR5aKiYW+WkZ3qFzU6lfEx2eo3AAlAiU0lz7SxZAcpDaGJMfDotjd5aIlylJpiReK3yWY2zOsipDGGIfn2U/UO8btttdCFtWGVmRh9r/uWa9LpEyOO/NNgBriqoDQaazSEMGZQKgbTvu7u7HfrfRP2RdKGfgrEV4uLo6pyhjVnSWMQwmJsRpuralLEs2Z2cslhXgqesaVBiD9/stedTaQ+RMqKhq7BDnbhHWTY6onxbGCYMv+CyUP8wlSHgTium56MuK1UFt8I3gg0WsSz1aCVpnZDHuPxSPmzTvFARgTHCYm2EqBZF+n5eHSXMslH6YquEGwR8KTPpIHQjho6LxB4zT//vZQkRJXOvWe5qmoShLNpsNeMiLIoS6uVDx7tmzZ+HFmIGhDx7s+/tb+qFns1qxXq4pyjKYo1Ly5OpqdKzlWTZFD6QwMBOyG4c+hCq2upk0NxhLGaTEpMQ7piQhIYKGkCmJksQqmWV0NDn6vkaqwPs2TUfbtDjnQ7aqcywWVeDuYlz73f1tuI4ITuCyLNltd+gsCwvDDz1VtYj+j6Cp9V1HWRbstztE1AA8gTtOg1rGInRd3yEQWDuglaDe3YdoCWcxtme7DSuMaa1DSWg/JcQEB50ds4/TgK2qxajpSKkR0lIUGXlWsK933N/fk2qZBKESSxMbO9brAVDZVO1xiJE7if7Ku5bODHECfFaax2Nsj28c2AHlBvLsCc/ee48/8w/9Q3zpqx/y9OkTzs7WrFbrWMpbIjOJViGZzjuP7fuwOljkvEOp5qnGCwQndnI4Ozs5WX0knIVIn6lkL6SqnUH7TGn3cV4QEqaCPyCF/qkDrjsltZmBGHaqxkqXSqlQqRGJc7HUtA5lRIoyZ7lecXZ5RrNv2d2HUg8p63qfZ2MtLDWLgLE2RK80vh6VpBSfPtJaImjqMkYhDUNY17hcLejalvu7Lf420KRp7dlEiSwWC+qmwfuabggCZbVa0rYNu90e7z2tHYCQyFlWOcPQc3t7h4igPwyGsijjI55UhORTMfhZjCp40mJBoUyydT7WTgpRPLrKQnRejDYj+hO8J4J4CrEmhLvKMHactHgk2seaX87jXEg+TfWrUpuXWp87hdM4kXEsOJcGhsD7PyC98/e1CTGG9WUqI1+lzNEgfa0NDt6maUYNV0XPOwKqquLJk2chxT3y63mRT1xtjJFNXJ2L9cIHEwqTZbkOfOSYVTll8PbDgIhAn5JyksBIfQSiReBRTs3q1cDmbB00ht6y3e3IdB6EWlEw9AN5ntPUoVTDft+E0MGYnLZvtpR5jgS22y1d11E3NZnOuLu7ZbVejwvGCCHY7evg2PKOm9sbpBRs7xMlFaIUsjyjiSUVFosKrOfi/Iwy07hIVy2XS5q6wXmH1oGbbuo6RCDFFX2C88+DkLEuUrjOZnPG+fkFTdvSNg373R5UiPcehoF8KJBCcn9/z9B3tM4i/RRbncoNWGvRUuJV4KALaynLisG5UM8kxfC/aWjFCVkWBV/68Mv8d371v8/P/8I3+blvfJ2z81UIGIjv0HlD3ewJJcxjaeGo3ZpYSmIeoQGhv2kd47ZtaZt2dJbu93vqpqZtwvKSxgaNOWVRa5WhVQBWH+mCsDpZNy40L2WgTJarJWebM9brNavVkvV6zXq9DouzqLi8aHI8x/rzSoZ1FoKwFyNYpHmF8BRliLZZb5b0fShlbUxYiKeuG7bbbYiempXwKMuS5XoVxm4TIrnmIJUiVgTQNk1MTJMhEidGy62WS/p+4P72LoRXajXy5ilK6tWra7IsY7vdhiVJTQDLXddyeXEBxnLbNAx9z3p1FssUB9AerOH+/j44PYt8DB9O9zC+c+fROqPvDT4qgFnMPLaxGmY/mHGpTRUVRaVieG02RWNZZ0cKdQwzHoM1QnlzUAxmwJNwJq6L4IKGHzKCp7Lr3nmkliiZgoKjMTn3/TzSPtegn8warTVlltGbgbZvadtYhjcmZEgpuTy/4OrpRVg0uizD0oRAb1J6ezCn7RBMbiEFbaQ5lrFYWKjrHVP8+8AVLqoq9sWRZTn7/T6E5S0WY3idiAM+TXDnHFksN+C9p4nZtl3XURUh7np7H7jOlFV4/eomakKBtkF4Xjx/Ttf1LJdLpBRTfXxrqFvL7faevu+5ujjn4vKctm355JNPePXqZQDyWGAulD/IWCxXnJ2dY224zyzLuN/eRx9BzxDplrvbW/BQN3XgyqPwXSyWIelFKYo81aYP9ey9DwuQu2Egz8uoGYXQTylTTRqLFILVahXzASqKvIrafRec6Ahubq/p2jZwmMQFW8RUB0VIQV6E9WWH3pKrhjwrwAfazaQVhOKESU0CQmlWqw1Pn73L13725/jGL/4iv/JnfoUPv/Q+VRUsRxcnZvK3uLiMZKJT8KnwWRuow+2eu7s7bm5uuLm94e72jv1+T9PWo6AfYjjvkJx+sQpm1zWYoQ9+E5GSdjLkWD9+Wqh9GAaGrgtVYn2IAy/KBav1ms3ZGZsI+JvNhrOzECZ6cXERBcKKKhaVy7KMrAjWbcrqToCUrIRQUiBYgcFilWglGYTA+xzBgp0/Wl+aAOZN04w5KcH9kDReF++5o6pKVssFTdNyd3sblC/rePHiJUVRIqSkaxvoglP1frdlX+8pywXL5WqcT/vdLlqWmvP1Gt8bDHB7f0tZltzd37GrG95//32cNXz00acACDnRXstqEYRq3+EFVFVBva9p9i3n5+eUVU7Xh6VHhQxRT6FIYrCUm31DUZRRgJiRgw/gbWPWsTsYv/NyEnMnvY8WAXHd41yHgnfGWHoTqNkhlnZwrR3zaaSMq4dl0xrgj7XPNein7LYf/ehHI8CUZcX5+Tnn5xuW1SKuSiTJ8yLErTsXzHYsQgTeUGsZohtiITPnHLnOWWYLsiyja5voN4jhlErhY3GvUN441m6JfHSWZQyRdjDG4LVmv9+P/Q58uB2vJfA0dTCR7yKf6QnlhouywFlL29ZIqbjfhhWOnPM8eXLFcrWk73o+/uRj6nof1i2NMcrL1RIzGH70g49YrdZUiwVXl0/w3lHXe+7v7wDDze0duGQGTouhL5fLmAmYUxYFV5dXNHES1/sarSR9PwRtw1hefvoC61yoUlmWVItqtJikDElFKtNIBVmesat7bm6uWS6WOO/G2jYpu7iuw4Lb3ju0Ck7bq6dPeHX9ipcvXrLb3jO0HV1d03V19OVYlAxRCsJ7tJaxymrSnAJV4cmJnjqKomC1WvHk6hkffPGL/Nw3vsE3f/EX+NKXv8DmbB2raopAwcR65EPXx3UB2rHaal3XNPugwYbVqPq4oPiOu7s77m5vub+/5367Zb8PJaJNFxzWJOopWiF+Ru/MNb/jGTDzw872mfbd399y8zIuLKJysixEkBVFwWK1ZL054/LikidPnoxC4Pz8PFRoXa1YLsK7lDHrONAuqV5+6tekrSdtWEpJtSgoq6n0iDGWptnRNh3WOPS4iEoetVmiEqdomprdfke1WLDarIKTXlhc77l+9Yp6v0dpzXJR0bUtd9t7vJBUleD+/pZPPw3RaItFFTVsy3YXI+iKHGMNr66vWS5XrNdrXsVzrpZLrLPcXr+Mq/Et6Oo2RLdlwX+x34eKoVJLuqHjxe01y0WJGXru7+/I8yKGXRbkeYbSgq5v8YSaRWlFPq1loOb8FLMPYAYbIuEig6BiRn145qE2zxgi6qYlRzOZITOBdAEbh8HH5Mq4Vke9j4L69XH64g8a6vb3sl1cXvl/9M/9E1hrqfKCJ0+fUhR5LGAmsMaNkTNzh+tgXHQG6bhC/DSp0mLPiXtPMbOJP01SmlHrUqMT1kT6KF0rRciUZeALhZDsd9vIzXqWy2UoudD13Nzc0nUt680mWBXWsN/t8MB6vQrOLBFAdjChOuVuG8715MkTrHFkeTD92q4LPo0sm8xkKbm7vw8VRbc1F1eXPH32jLLISYt5G2coixCZc3Z+Rtu2vHjxgvv7LUIKqmrJZr0hLQPZtg1lUdD1HUVesD7b0NT7QA9IwfX1bQzn1Mgs42y1xkWaLcWy53lGnhfjcyzLauQti6IAgiM5Ocr6fkBrzW63HUNEb29uePn8U+q6xhrDfntPVRQ8/+QTbm9vw3KNTU3b9XRDWOdgud7w3vtf4Etf/hm+/JUP+fDLX+L9997h/OKCPM+jddHTtl2sO1/TNPX4PYXg7fd79jG3Y7fbBaqmbWnbkMCXkp2GWGPFRn4/lM21hOX+1Gws5ZEmyMcqsM57vB3GBLYwBoJGn6iEFP45mvA8FADziJ4xyS0uNlRUFYtFWDQ+VEOtQj7Kes3l5SXPnoayysvlMlgDSpOuknxVaezPQw7n6zi0bctuu6dumhAuOqvfHxbvESPtGVasM5HOitRTtGpkoRHOc3N9jTWOqqqCUHFpHdgQtZKEUygxvorvsEFrFcqUM0X5GBOu1fddyHqP3H7XdWw2Z5R5zu3NDU54qkWJ9zZU1G0HNmcbpAzH5iof63G1Qz/Wl1LCR/qyYb+vKYqSoZ/W1FZKkelgWVvrxnUSQnKbx/RmzAr2LpRa6IYBKTigDq2x9DFgI1GfqRLw/d1duD+l+Pf/H//ub3rvf+UUrn7uQf9/9D/+n3C22ZDFZdiyLKPv+nEgDsMwDsKkQS8WS5q6pqoWYZEMawJHxpRglLj/Ia4glEzUsR5GBAalFG3XsV6vaJqWVAPbGENVVWM8rvees7MzzDCw3+9QSrNarbi/vw/llZ3l9uaW27tbmqZhsVhwdnkVkroyPYZONk2Ia///tnd+IXJddRz/fOfOv539N8lOsh1saRKomBREg0iLRYpg1SA+9SFFMKgg6IvigyQUBB/1QVQQWkHf/FNFCyFQYmz7nNqYpE1t12wlIU3Tzm7SmZ3d2fmzs8eH85vJ7bK72JJmZu+cD1zm3N+9eznf3bO/e+Z3zvmdicI4UoparcrVq1epvVeltHcP95TLpKIsjUaDdDoF3XXSmYjdxRkckMv70FOtVuPaW9dYqCyQHxsjl83RbKwyVhijVltiamqKwnihP1Opu7ZGNpehUqn0d5way4/70FDO5yLKF/zsh2zaaysWiz6j5vQUrXaLRqPB4sIivYylk5OT/XniqSjNeGGCTOT/ZhMTE36MwEIBmVzWD4p11+yF2vYD9NZLajQauPV1lup1H4Nd73Lx/DnevfG2TzdQr9PpdklnckzPlPj4wYMcfPBB9h24n1KpRCabYd11adQbLC8t8171Frdu3WLh5iKLize5ubBArVqlvuJTb3Rs5len3abdXKXTbFkYZs2H5Jyt6e0N/kdp0pkchVzh9orciUJ/O8neCupMJtufs5/LZPvpr7G4bX8/hMaqfwk1GjRWVy0ldcvvhtVs0my1aLctdfKab9/a8mVgxKYXKxURRVnyhXGKxSKzs7OUy2XK5TKlkk8NMWZh0vgiqN5iu56zj8fDey87H8pxNJurLNWWWFlZQYr6ObB69FIhxPM0ZbNZooxNxYwi8rkC7Xa7H0JsNpu0Om2y9iz/bL+oUU4Up6f77W95eZlcPo8inwlWKb9Hg58tt849e/ayXF/2+y1Yrz2Xy7HSXLVVsF2KU1O883aFmVKJKJ2ikC30d3hzkShOT7K4UKG11vF7LURppqcmGS+MUa1WWarXyY8XSDv1c3g5S4ey1vWznKKUZdV0zrIBtMxn+bGE/r7AqVR/vUB/EZm9+DqdDo2V2xsiPXfq2Z3p9CXVgblB1+MuUAIWB12Ju8SoaA06k8VO03m/c27PZheGOqYPzG31tkoSkl4eBZ0wOlqDzmSRJJ3bD/MGAoFAIFEEpx8IBAIjxLA7/d8MugJ3iVHRCaOjNehMFonROdQDuYFAIBC4swx7Tz8QCAQCd5ChdfqSvixpTtK8pOODrs8HRdLvJFUkXYrZdks6I+myfe4yuyT9yrS+Iulw7GeO2f2XJR0bhJbtkHSfpBcl/VvSa5K+b/ZEaZWUl/SSpIum8ydm3y/prOl5RlLW7Dk7n7fr+2LPOmH2OUlfGpCkbZEUSTov6ZSdJ06npCuSXpV0QdLLZktUu92UePa2YTmACHgTOABkgYvAoUHX6wNq+DxwGLgUs/0MOG7l48BPrXwEeA6/pPIh4KzZdwP/tc9dVt41aG0bdJaBw1aeBP4DHEqaVqvvhJUzwFmr/5+Bo2Z/Cviulb8HPGXlo8AzVj5k7TkH7Ld2Hg1a3yZ6fwj8AThl54nTCVwBShtsiWq3m+oedAW2+GM8DJyOnZ8ATgy6Xh9Cx74NTn8OKFu5jF+HAPA08MTG+4AngKdj9vfdN4wHfuvMLyZZK1AA/oXfEnQRSJu9326B08DDVk7bfdrYluP3DcuB38P6eeALwCmrdxJ1bub0E9tue8ewhnc+BlyLnb9ltp3OrHPuhpXfAWatvJXeHfV7sK/2n8b3ghOn1UIeF4AKcAbfe60652yn3vfVua/HrteAGXaATuAXwI+gn3R+hmTqdMDfJZ2T9B2zJa7dbmTYV+QmFueck5SYqVOSJoC/Aj9wzi0plh4yKVqdc13gU5KKwLPAJwZbozuPpK8CFefcOUmPDrg6HzWPOOeuS9oLnJH0RvxiUtrtRoa1p38duC92fq/ZdjrvSioD2GfF7Fvp3RG/B0kZvMP/vXPub2ZOpFYA51wVeBEf5ihK6nWe4nXu67Hr08BNhl/n54CvSboC/Akf4vklydOJc+66fVbwL/HPkuB222NYnf4/gQdsxkAWP0B0csB1uhOcBHqj+8fw8e+e/Rs2Q+AhoGZfMU8Dj0naZbMIHjPb0CDfpf8t8Lpz7uexS4nSKmmP9fCRNIYft3gd7/wft9s26uzpfxx4wfmg70ngqM162Q88ALx0V0T8HzjnTjjn7nXO7cP/373gnPs6CdMpaVzSZK+Mb2+XSFi73ZRBDypsM8hyBD8T5E3gyUHX50PU/4/ADaCDj/N9Gx/rfB64DPwD2G33Cvi1aX0V+EzsOd8C5u345qB1baLzEXxs9BXggh1HkqYV+CRw3nReAn5s9gN4ZzYP/AXImT1v5/N2/UDsWU+a/jngK4PWto3mR7k9eydROk3PRTte6/mYpLXbzY6wIjcQCARGiGEN7wQCgUDgIyA4/UAgEBghgtMPBAKBESI4/UAgEBghgtMPBAKBESI4/UAgEBghgtMPBAKBESI4/UAgEBgh/gcs7UYwi8T+5QAAAABJRU5ErkJggg==\n",
      "text/plain": [
       "<Figure size 432x288 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "res = cv2.resize(img,(0,0),fx=3,fy=1)\n",
    "plt.imshow(res)"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "ece69733",
   "metadata": {},
   "source": [
    "### 图像阈值\n",
    "* res,dst = cv2.threshold(src,thresh,maxval,type)\n",
    "* src:输入图，只能输入单通道图像，灰度图\n",
    "* dst:输出图\n",
    "* thresh:阈值\n",
    "* maxval:当像素超过了阈值（或者小于阈值，根据type来决定），所赋予的值\n",
    "* type:二值化操作的类型，包含一下五种类型：\n",
    "    * cv2.THRESH_BINARY超过阈值部分取maxval（最大值），否则取0\n",
    "    * cv2.THRESH_BINARY_INV THRESH_BINARY的反转\n",
    "    * cv2.THRESH_TRUNC大于阈值部分设为阈值，否则不变\n",
    "    * cv2.THRESH_TOZERO大于阈值部分不改变,否则设为0\n",
    "    * cv2.THRESH_TOZERO_INV:cv2.THRESH_TOZERO的反转 "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "4343c1a4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 432x288 with 6 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "img_gray = cv2.cvtColor(img_cat,cv2.COLOR_BGR2GRAY)\n",
    "\n",
    "ret,thresh1 = cv2.threshold(img_gray,127,255,cv2.THRESH_BINARY)\n",
    "ret,thresh2 = cv2.threshold(img_gray,127,255,cv2.THRESH_BINARY_INV)\n",
    "ret,thresh3 = cv2.threshold(img_gray,127,255,cv2.THRESH_TRUNC)\n",
    "ret,thresh4 = cv2.threshold(img_gray,127,255,cv2.THRESH_TOZERO)\n",
    "ret,thresh5 = cv2.threshold(img_gray,127,255,cv2.cv2.THRESH_TOZERO_INV)\n",
    "\n",
    "titles = ['Original Image','BINARY','BINARY_INV','TRUNC','TOZERO','TOZERO_INV']\n",
    "images = [img,thresh1,thresh2,thresh3,thresh4,thresh5]\n",
    "for i in range(6):\n",
    "    plt.subplot(2,3,i+1),plt.imshow(images[i],'gray')\n",
    "    plt.title(titles[i])\n",
    "    plt.xticks([]),plt.yticks([])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "c1748f61",
   "metadata": {},
   "source": [
    "### 图像平滑"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "e5c5f8f8",
   "metadata": {},
   "outputs": [],
   "source": [
    "img = cv2.imread('')"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
